DataFrame
NO COMPARISON TARGET
7930
ROWS
0
DUPLICATES
10.5 MB
RAM
159
FEATURES
54
CATEGORICAL
105
NUMERICAL
0
TEXT
2.1.3
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
numero_de_cliente
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
7,930
(100%)
ZEROES:
---
MAX
61.0M
95%
51.1M
Q3
39.4M
AVG
28.4M
MEDIAN
28.1M
Q1
18.1M
5%
6.3M
MIN
4.6M
RANGE
56.4M
IQR
21.3M
STD
13.8M
VAR
190.2T
KURT.
-0.929
SKEW
0.099
SUM
225.2B
2
foto_mes
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
11
(<1%)
ZEROES:
---
MAX
202,011.0
95%
202,011.0
Q3
202,009.0
AVG
202,006.4
MEDIAN
202,006.0
Q1
202,004.0
5%
202,001.0
MIN
202,001.0
RANGE
10.0
IQR
5.00
STD
3.11
VAR
9.66
KURT.
-1.07
SKEW
-0.131
SUM
1.6B
3
active_quarter
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
4
cliente_vip
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
5
internet
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
6
cliente_edad
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
75
(<1%)
ZEROES:
---
MAX
97.0
95%
73.0
Q3
57.0
AVG
47.3
MEDIAN
45.0
Q1
36.0
5%
28.0
MIN
20.0
RANGE
77.0
IQR
21.0
STD
14.0
VAR
197
KURT.
-0.497
SKEW
0.492
SUM
375k
7
cliente_antiguedad
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
325
(4%)
ZEROES:
---
MAX
371
95%
275
Q3
156
AVG
105
MEDIAN
81
Q1
40
5%
11
MIN
1
RANGE
370
IQR
116
STD
81.0
VAR
6,563
KURT.
0.221
SKEW
0.959
SUM
834k
8
mrentabilidad
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
6,814
(86%)
ZEROES:
967
(12%)
MAX
421k
95%
5k
Q3
2k
AVG
1k
MEDIAN
1k
Q1
0k
5%
-1k
MIN
-88k
RANGE
509k
IQR
1,721
STD
7,659
VAR
58.7M
KURT.
1,194
SKEW
24.3
SUM
10.6M
9
mrentabilidad_annual
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
6,978
(88%)
ZEROES:
942
(12%)
MAX
1.3M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
-0.0M
MIN
-0.2M
RANGE
1.4M
IQR
17,930
STD
38,255
VAR
1.5B
KURT.
200
SKEW
9.92
SUM
132.0M
10
mcomisiones
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
4,024
(51%)
ZEROES:
2,271
(29%)
MAX
399k
95%
2k
Q3
1k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-22k
RANGE
420k
IQR
1,284
STD
5,230
VAR
27.4M
KURT.
4,327
SKEW
60.2
SUM
6.7M
11
mactivos_margen
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
6,088
(77%)
ZEROES:
1,552
(20%)
MAX
77k
95%
2k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
-0k
5%
-2k
MIN
-75k
RANGE
152k
IQR
171
STD
4,116
VAR
16.9M
KURT.
108
SKEW
4.16
SUM
1.3M
12
mpasivos_margen
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
4,774
(60%)
ZEROES:
2,151
(27%)
MAX
60,172
95%
1,159
Q3
130
AVG
257
MEDIAN
15
Q1
0
5%
0
MIN
-25,661
RANGE
85,833
IQR
130
STD
1,433
VAR
2.1M
KURT.
621
SKEW
18.3
SUM
2.0M
13
cproductos
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
---
MAX
14.0
95%
9.0
Q3
7.0
AVG
6.5
MEDIAN
6.0
Q1
6.0
5%
4.0
MIN
3.0
RANGE
11.0
IQR
1.00
STD
1.41
VAR
1.98
KURT.
1.07
SKEW
0.506
SUM
51,260
14
tpaquete1
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
15
tpaquete2
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
16
tpaquete3
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
17
tpaquete4
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
18
tcuentas
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
19
ccuenta_corriente
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
20
mcuenta_corriente_adicional
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
21
mcuenta_corriente
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
5,521
(70%)
ZEROES:
2,341
(30%)
MAX
1.9M
95%
0.0M
Q3
0.0M
MEDIAN
-0.0M
AVG
-0.0M
Q1
-0.0M
5%
-0.0M
MIN
-3.4M
RANGE
5.3M
IQR
5,158
STD
134k
VAR
18.0B
KURT.
189
SKEW
-10.8
SUM
-159.7M
22
ccaja_ahorro
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
23
mcaja_ahorro
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
4,464
(56%)
ZEROES:
3,339
(42%)
MAX
3.5M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
3.5M
IQR
3,346
STD
72,406
VAR
5.2B
KURT.
1,013
SKEW
26.1
SUM
94.7M
24
mcaja_ahorro_adicional
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
177
(2%)
ZEROES:
7,741
(98%)
MAX
409k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-0k
RANGE
409k
IQR
0.00
STD
9,002
VAR
81.0M
KURT.
1,147
SKEW
30.8
SUM
4.0M
25
mcaja_ahorro_dolares
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
1,957
(25%)
ZEROES:
5,246
(66%)
MAX
8.9M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
-0.0M
RANGE
8.9M
IQR
16.5
STD
228k
VAR
52.1B
KURT.
767
SKEW
25.0
SUM
157.8M
26
mdescubierto_preacordado
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
27
mcuentas_saldo
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
6,810
(86%)
ZEROES:
1,033
(13%)
MAX
8.9M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
-0.0M
5%
-0.0M
MIN
-4.3M
RANGE
13.2M
IQR
6,550
STD
266k
VAR
70.6B
KURT.
373
SKEW
12.5
SUM
66.1M
28
ctarjeta_debito
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
10
(<1%)
29
ctarjeta_debito_transacciones
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
45
(<1%)
ZEROES:
6,786
(86%)
MAX
62.0
95%
6.0
Q3
0.0
AVG
1.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
62.0
IQR
0.00
STD
3.85
VAR
14.8
KURT.
57.1
SKEW
6.57
SUM
7,650
30
mautoservicio
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
1,081
(14%)
ZEROES:
6,786
(86%)
MAX
395k
95%
10k
Q3
0k
AVG
2k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
395k
IQR
0.00
STD
9,326
VAR
87.0M
KURT.
466
SKEW
15.6
SUM
14.3M
31
ctarjeta_visa
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
32
ctarjeta_visa_transacciones
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
63
(<1%)
ZEROES:
5,257
(66%)
MAX
125
95%
14
Q3
2
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
125
IQR
2.00
STD
6.45
VAR
41.6
KURT.
55.7
SKEW
5.80
SUM
18,942
33
mtarjeta_visa_consumo
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
2,550
(32%)
ZEROES:
5,257
(66%)
MAX
578k
95%
26k
Q3
1k
AVG
5k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
578k
IQR
1,492
STD
19,568
VAR
382.9M
KURT.
224
SKEW
11.9
SUM
39.4M
34
ctarjeta_master
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
35
ctarjeta_master_transacciones
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
34
(<1%)
ZEROES:
7,226
(91%)
MAX
84.0
95%
2.0
Q3
0.0
AVG
0.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
84.0
IQR
0.00
STD
2.23
VAR
4.99
KURT.
361
SKEW
14.9
SUM
2,929
36
mtarjeta_master_consumo
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
653
(8%)
ZEROES:
7,226
(91%)
MAX
716k
95%
2k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
716k
IQR
0.00
STD
13,237
VAR
175.2M
KURT.
2,110
SKEW
41.3
SUM
8.3M
37
cprestamos_personales
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
28
(<1%)
ZEROES:
6,708
(85%)
MAX
89.0
95%
2.0
Q3
0.0
AVG
0.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
89.0
IQR
0.00
STD
1.91
VAR
3.64
KURT.
652
SKEW
18.5
SUM
3,165
38
mprestamos_personales
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
1,199
(15%)
ZEROES:
6,708
(85%)
MAX
1.5M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.5M
IQR
0.00
STD
61,833
VAR
3.8B
KURT.
186
SKEW
11.1
SUM
104.9M
39
cprestamos_prendarios
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
40
mprestamos_prendarios
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
80
(1%)
ZEROES:
7,851
(>99%)
MAX
2.7M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
2.7M
IQR
0.00
STD
42,557
VAR
1.8B
KURT.
2,012
SKEW
37.3
SUM
19.7M
41
cprestamos_hipotecarios
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
42
mprestamos_hipotecarios
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
30
(<1%)
ZEROES:
7,901
(>99%)
MAX
7.3M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
7.3M
IQR
0.00
STD
111k
VAR
12.3B
KURT.
2,797
SKEW
49.1
SUM
24.7M
43
cplazo_fijo
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
44
mplazo_fijo_dolares
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
153
(2%)
ZEROES:
7,733
(98%)
MAX
33.1M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
33.1M
IQR
0.00
STD
396k
VAR
156.9B
KURT.
6,182
SKEW
75.0
SUM
111.3M
45
mplazo_fijo_pesos
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
46
cinversion1
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
47
minversion1_pesos
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
80
(1%)
ZEROES:
7,851
(>99%)
MAX
2.4M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
2.4M
IQR
0.00
STD
49,866
VAR
2.5B
KURT.
1,403
SKEW
35.1
SUM
17.1M
48
minversion1_dolares
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
7,919
(>99%)
MAX
1.6M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.6M
IQR
0.00
STD
28,854
VAR
832.6M
KURT.
2,494
SKEW
48.3
SUM
5.7M
49
cinversion2
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
50
minversion2
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
116
(1%)
ZEROES:
7,813
(99%)
MAX
11.2M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
11.2M
IQR
0.00
STD
137k
VAR
18.6B
KURT.
5,823
SKEW
73.0
SUM
24.9M
51
cseguro_vida
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
52
cseguro_auto
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
53
cseguro_vivienda
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
54
cseguro_accidentes_personales
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
55
ccaja_seguridad
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
56
cpayroll_trx
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
9
(<1%)
57
mpayroll
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
428
(5%)
ZEROES:
7,487
(94%)
MAX
3.1M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
3.1M
IQR
0.00
STD
62,367
VAR
3.9B
KURT.
1,213
SKEW
30.2
SUM
50.6M
58
mpayroll2
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
59
cpayroll2_trx
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
60
ccuenta_debitos_automaticos
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
15
(<1%)
ZEROES:
6,574
(83%)
MAX
26.0
95%
2.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
26.0
IQR
0.00
STD
0.960
VAR
0.921
KURT.
123
SKEW
7.76
SUM
2,433
61
mcuenta_debitos_automaticos
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
936
(12%)
ZEROES:
6,574
(83%)
MAX
2.2M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
2.2M
IQR
0.00
STD
25,366
VAR
643.4M
KURT.
7,252
SKEW
83.5
SUM
7.5M
62
ctarjeta_visa_debitos_automaticos
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
21
(<1%)
ZEROES:
5,728
(72%)
MAX
22.0
95%
4.0
Q3
1.0
AVG
0.8
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
22.0
IQR
1.00
STD
1.78
VAR
3.16
KURT.
21.2
SKEW
3.88
SUM
6,005
63
mttarjeta_visa_debitos_automaticos
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
2,020
(25%)
ZEROES:
5,728
(72%)
MAX
112k
95%
8k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
112k
IQR
292
STD
5,219
VAR
27.2M
KURT.
84.2
SKEW
7.59
SUM
11.5M
64
ctarjeta_master_debitos_automaticos
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
7,529
(95%)
MAX
12.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
12.0
IQR
0.00
STD
0.525
VAR
0.276
KURT.
120
SKEW
9.36
SUM
733
65
mttarjeta_master_debitos_automaticos
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
340
(4%)
ZEROES:
7,529
(95%)
MAX
74,613
95%
32
Q3
0
AVG
218
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
74,613
IQR
0.00
STD
2,171
VAR
4.7M
KURT.
530
SKEW
20.5
SUM
1.7M
66
cpagodeservicios
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
67
mpagodeservicios
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
18
(<1%)
ZEROES:
7,913
(>99%)
MAX
437k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
437k
IQR
0.00
STD
5,314
VAR
28.2M
KURT.
5,856
SKEW
73.8
SUM
774k
68
cpagomiscuentas
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
27
(<1%)
ZEROES:
7,008
(88%)
MAX
67.0
95%
3.0
Q3
0.0
AVG
0.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
67.0
IQR
0.00
STD
1.95
VAR
3.79
KURT.
258
SKEW
11.6
SUM
3,513
69
mpagomiscuentas
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
876
(11%)
ZEROES:
7,008
(88%)
MAX
2.5M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
2.5M
IQR
0.00
STD
31,743
VAR
1.0B
KURT.
4,692
SKEW
62.3
SUM
18.2M
70
ccajeros_propios_descuentos
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
71
mcajeros_propios_descuentos
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
29
(<1%)
ZEROES:
7,902
(>99%)
MAX
3,671
95%
0
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,671
IQR
0.00
STD
64.5
VAR
4,165
KURT.
2,034
SKEW
42.1
SUM
18,822
72
ctarjeta_visa_descuentos
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
73
mtarjeta_visa_descuentos
VALUES:
7,903
(>99%)
MISSING:
27
(<1%)
DISTINCT:
33
(<1%)
ZEROES:
7,870
(>99%)
MAX
8,710
95%
0
Q3
0
AVG
4
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
8,710
IQR
0.00
STD
113
VAR
12,848
KURT.
4,495
SKEW
61.8
SUM
28,354
74
ctarjeta_master_descuentos
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
7,875
(>99%)
MAX
14.0
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
14.0
IQR
0.00
STD
0.334
VAR
0.111
KURT.
1,041
SKEW
29.8
SUM
143
75
mtarjeta_master_descuentos
VALUES:
7,897
(>99%)
MISSING:
33
(<1%)
DISTINCT:
17
(<1%)
ZEROES:
7,881
(>99%)
MAX
2,975
95%
0
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
2,975
IQR
0.00
STD
58.2
VAR
3,389
KURT.
1,507
SKEW
36.9
SUM
15,171
76
ccomisiones_mantenimiento
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
10
(<1%)
77
mcomisiones_mantenimiento
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
112
(1%)
ZEROES:
3,995
(50%)
MAX
3,760
95%
1,923
Q3
1,361
AVG
694
MEDIAN
0
Q1
0
5%
0
MIN
-10,299
RANGE
14,059
IQR
1,361
STD
921
VAR
848k
KURT.
7.69
SKEW
-0.902
SUM
5.5M
78
ccomisiones_otras
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
38
(<1%)
ZEROES:
2,266
(29%)
MAX
180
95%
12
Q3
6
AVG
4
MEDIAN
2
Q1
0
5%
0
MIN
0
RANGE
180
IQR
6.00
STD
5.49
VAR
30.1
KURT.
391
SKEW
13.9
SUM
30,630
79
mcomisiones_otras
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
4,032
(51%)
ZEROES:
2,270
(29%)
MAX
399k
95%
2k
Q3
1k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-22k
RANGE
420k
IQR
1,284
STD
5,231
VAR
27.4M
KURT.
4,325
SKEW
60.1
SUM
6.7M
80
cforex
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
81
cforex_buy
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
82
mforex_buy
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
39
(<1%)
ZEROES:
7,888
(>99%)
MAX
468
95%
0
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
468
IQR
0.00
STD
11.3
VAR
127
KURT.
848
SKEW
27.6
SUM
4,086
83
cforex_sell
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
84
mforex_sell
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
30
(<1%)
ZEROES:
7,558
(95%)
MAX
234
95%
0
Q3
0
AVG
10
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
234
IQR
0.00
STD
47.3
VAR
2,237
KURT.
18.0
SKEW
4.46
SUM
81,135
85
ctransferencias_recibidas
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
44
(<1%)
ZEROES:
5,001
(63%)
MAX
134
95%
4
Q3
1
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
134
IQR
1.00
STD
3.57
VAR
12.7
KURT.
400
SKEW
15.9
SUM
8,218
86
mtransferencias_recibidas
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
1,739
(22%)
ZEROES:
5,001
(63%)
MAX
16.0M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
16.0M
IQR
5,850
STD
289k
VAR
83.4B
KURT.
1,792
SKEW
38.7
SUM
205.7M
87
ctransferencias_emitidas
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
34
(<1%)
ZEROES:
6,513
(82%)
MAX
225
95%
4
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
225
IQR
0.00
STD
3.56
VAR
12.7
KURT.
2,028
SKEW
35.0
SUM
5,484
88
mtransferencias_emitidas
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
1,108
(14%)
ZEROES:
6,513
(82%)
MAX
7.1M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
7.1M
IQR
0.00
STD
127k
VAR
16.2B
KURT.
1,608
SKEW
35.1
SUM
102.4M
89
cextraccion_autoservicio
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
33
(<1%)
ZEROES:
7,067
(89%)
MAX
85.0
95%
3.0
Q3
0.0
AVG
0.5
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
85.0
IQR
0.00
STD
2.41
VAR
5.81
KURT.
346
SKEW
14.0
SUM
3,871
90
mextraccion_autoservicio
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
337
(4%)
ZEROES:
7,067
(89%)
MAX
1.0M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.0M
IQR
0.00
STD
27,037
VAR
731.0M
KURT.
471
SKEW
17.6
SUM
33.3M
91
ccheques_depositados
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
10
(<1%)
92
mcheques_depositados
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
74
(<1%)
ZEROES:
7,852
(>99%)
MAX
1.2M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.2M
IQR
0.00
STD
26,909
VAR
724.1M
KURT.
1,108
SKEW
30.9
SUM
10.9M
93
ccheques_emitidos
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
20
(<1%)
ZEROES:
7,859
(>99%)
MAX
95.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
95.0
IQR
0.00
STD
1.38
VAR
1.91
KURT.
3,054
SKEW
49.4
SUM
486
94
mcheques_emitidos
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
69
(<1%)
ZEROES:
7,859
(>99%)
MAX
2.7M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
2.7M
IQR
0.00
STD
52,948
VAR
2.8B
KURT.
1,734
SKEW
39.1
SUM
18.2M
95
ccheques_depositados_rechazados
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
96
mcheques_depositados_rechazados
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
19
(<1%)
ZEROES:
7,912
(>99%)
MAX
432k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
432k
IQR
0.00
STD
7,328
VAR
53.7M
KURT.
2,547
SKEW
47.7
SUM
1.7M
97
ccheques_emitidos_rechazados
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
7,896
(>99%)
MAX
74.0
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
74.0
IQR
0.00
STD
0.958
VAR
0.918
KURT.
4,651
SKEW
63.9
SUM
213
98
mcheques_emitidos_rechazados
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
33
(<1%)
ZEROES:
7,896
(>99%)
MAX
2.6M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
2.6M
IQR
0.00
STD
38,276
VAR
1.5B
KURT.
3,165
SKEW
52.9
SUM
9.0M
99
tcallcenter
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
100
ccallcenter_transacciones
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
29
(<1%)
ZEROES:
7,264
(92%)
MAX
60.0
95%
2.0
Q3
0.0
AVG
0.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
60.0
IQR
0.00
STD
1.92
VAR
3.70
KURT.
299
SKEW
13.7
SUM
2,787
101
thomebanking
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
102
chomebanking_transacciones
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
234
(3%)
ZEROES:
4,295
(54%)
MAX
1,170
95%
87
Q3
16
AVG
17
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,170
IQR
16.0
STD
41.2
VAR
1,694
KURT.
111
SKEW
7.09
SUM
134k
103
ccajas_transacciones
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
104
ccajas_consultas
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
7,547
(95%)
MAX
45.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
45.0
IQR
0.00
STD
0.761
VAR
0.579
KURT.
1,560
SKEW
29.5
SUM
839
105
ccajas_depositos
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
106
ccajas_extracciones
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
107
ccajas_otras
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
7,747
(98%)
MAX
36.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
36.0
IQR
0.00
STD
0.605
VAR
0.367
KURT.
1,697
SKEW
33.6
SUM
425
108
catm_trx
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
30
(<1%)
ZEROES:
7,223
(91%)
MAX
85.0
95%
2.0
Q3
0.0
AVG
0.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
85.0
IQR
0.00
STD
2.15
VAR
4.63
KURT.
483
SKEW
16.9
SUM
2,974
109
matm
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
290
(4%)
ZEROES:
7,223
(91%)
MAX
1.0M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.0M
IQR
0.00
STD
26,011
VAR
676.6M
KURT.
501
SKEW
18.4
SUM
29.2M
110
catm_trx_other
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
15
(<1%)
ZEROES:
7,601
(96%)
MAX
32.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
32.0
IQR
0.00
STD
0.798
VAR
0.637
KURT.
430
SKEW
15.9
SUM
897
111
matm_other
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
110
(1%)
ZEROES:
7,601
(96%)
MAX
280k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
280k
IQR
0.00
STD
4,941
VAR
24.4M
KURT.
1,424
SKEW
30.1
SUM
4.2M
112
ctrx_quarter
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
272
(3%)
ZEROES:
929
(12%)
MAX
1,713
95%
120
Q3
37
AVG
31
MEDIAN
15
Q1
5
5%
0
MIN
0
RANGE
1,713
IQR
32.0
STD
51.1
VAR
2,609
KURT.
170
SKEW
7.83
SUM
249k
113
tmobile_app
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
114
cmobile_app_trx
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
180
(2%)
ZEROES:
5,461
(69%)
MAX
977
95%
45
Q3
1
AVG
8
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
977
IQR
1.00
STD
28.2
VAR
796
KURT.
235
SKEW
11.0
SUM
59,786
115
Master_delinquency
VALUES:
5,523
(70%)
MISSING:
2,407
(30%)
DISTINCT:
2
(<1%)
116
Master_status
VALUES:
5,523
(70%)
MISSING:
2,407
(30%)
DISTINCT:
4
(<1%)
117
Master_mfinanciacion_limite
VALUES:
5,523
(70%)
MISSING:
2,407
(30%)
DISTINCT:
257
(3%)
ZEROES:
140
(2%)
MAX
3.7M
95%
0.9M
Q3
0.3M
AVG
0.2M
MEDIAN
0.1M
Q1
0.1M
5%
0.0M
MIN
0.0M
RANGE
3.7M
IQR
190k
STD
367k
VAR
134.5B
KURT.
22.3
SKEW
4.12
SUM
1.4B
118
Master_Fvencimiento
VALUES:
5,523
(70%)
MISSING:
2,407
(30%)
DISTINCT:
258
(3%)
ZEROES:
---
MAX
4,842
95%
-183
Q3
-668
MEDIAN
-941
AVG
-1,019
Q1
-1,491
5%
-1,795
MIN
-2,221
RANGE
7,063
IQR
823
STD
535
VAR
287k
KURT.
5.66
SKEW
0.688
SUM
-5.6M
119
Master_Finiciomora
VALUES:
171
(2%)
MISSING:
7,759
(98%)
DISTINCT:
37
(<1%)
ZEROES:
---
MAX
118
95%
81
Q3
54
MEDIAN
51
AVG
45
Q1
25
5%
10
MIN
3
RANGE
115
IQR
29.0
STD
22.6
VAR
512
KURT.
0.446
SKEW
0.415
SUM
7,721
120
Master_msaldototal
VALUES:
5,523
(70%)
MISSING:
2,407
(30%)
DISTINCT:
1,290
(16%)
ZEROES:
4,197
(53%)
MAX
1.3M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
-0.0M
MIN
-0.2M
RANGE
1.5M
IQR
0.00
STD
43,912
VAR
1.9B
KURT.
254
SKEW
13.2
SUM
36.9M
121
Master_msaldopesos
VALUES:
5,523
(70%)
MISSING:
2,407
(30%)
DISTINCT:
1,273
(16%)
ZEROES:
4,212
(53%)
MAX
1.3M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
-0.0M
MIN
-0.2M
RANGE
1.5M
IQR
0.00
STD
43,190
VAR
1.9B
KURT.
267
SKEW
13.6
SUM
35.9M
122
Master_msaldodolares
VALUES:
5,523
(70%)
MISSING:
2,407
(30%)
DISTINCT:
106
(1%)
ZEROES:
5,416
(68%)
MAX
273k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-8k
RANGE
282k
IQR
0.00
STD
5,348
VAR
28.6M
KURT.
1,598
SKEW
37.6
SUM
998k
123
Master_mconsumospesos
VALUES:
1,224
(15%)
MISSING:
6,706
(85%)
DISTINCT:
592
(7%)
ZEROES:
556
(7%)
MAX
716k
95%
27k
Q3
3k
AVG
7k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-2k
RANGE
717k
IQR
2,893
STD
33,499
VAR
1.1B
KURT.
291
SKEW
15.2
SUM
8.1M
124
Master_mconsumosdolares
VALUES:
1,224
(15%)
MISSING:
6,706
(85%)
DISTINCT:
51
(<1%)
ZEROES:
1,146
(14%)
MAX
3,869
95%
1
Q3
0
AVG
12
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,869
IQR
0.00
STD
155
VAR
24,040
KURT.
385
SKEW
18.3
SUM
14,401
125
Master_mlimitecompra
VALUES:
5,523
(70%)
MISSING:
2,407
(30%)
DISTINCT:
252
(3%)
ZEROES:
---
MAX
4.1M
95%
1.0M
Q3
0.3M
AVG
0.3M
MEDIAN
0.1M
Q1
0.1M
5%
0.0M
MIN
0.0M
RANGE
4.1M
IQR
211k
STD
408k
VAR
166.3B
KURT.
22.0
SKEW
4.10
SUM
1.6B
126
Master_madelantopesos
VALUES:
1,224
(15%)
MISSING:
6,706
(85%)
DISTINCT:
7
(<1%)
127
Master_madelantodolares
VALUES:
1,224
(15%)
MISSING:
6,706
(85%)
DISTINCT:
1
(<1%)
128
Master_fultimo_cierre
VALUES:
5,523
(70%)
MISSING:
2,407
(30%)
DISTINCT:
51
(<1%)
ZEROES:
451
(6%)
MAX
4,728
95%
20
Q3
6
AVG
10
MEDIAN
4
Q1
2
5%
-1
MIN
-1
RANGE
4,729
IQR
4.00
STD
110
VAR
12,014
KURT.
1,282
SKEW
33.4
SUM
54,513
129
Master_mpagado
VALUES:
5,523
(70%)
MISSING:
2,407
(30%)
DISTINCT:
136
(2%)
ZEROES:
5,385
(68%)
MAX
471k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
471k
IQR
0.00
STD
7,112
VAR
50.6M
KURT.
3,518
SKEW
55.0
SUM
1.8M
130
Master_mpagospesos
VALUES:
1,224
(15%)
MISSING:
6,706
(85%)
DISTINCT:
785
(10%)
ZEROES:
384
(5%)
MAX
3k
95%
0k
Q3
0k
MEDIAN
-1k
AVG
-7k
Q1
-5k
5%
-32k
MIN
-604k
RANGE
607k
IQR
5,405
STD
27,283
VAR
744.3M
KURT.
259
SKEW
-14.0
SUM
-8.9M
131
Master_mpagosdolares
VALUES:
1,224
(15%)
MISSING:
6,706
(85%)
DISTINCT:
54
(<1%)
ZEROES:
1,159
(15%)
MAX
4,852
95%
1
Q3
0
AVG
11
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
4,852
IQR
0.00
STD
170
VAR
28,779
KURT.
585
SKEW
22.6
SUM
13,639
132
Master_fechaalta
VALUES:
5,523
(70%)
MISSING:
2,407
(30%)
DISTINCT:
3,206
(40%)
ZEROES:
---
MAX
7,481
95%
5,459
Q3
3,048
AVG
2,058
MEDIAN
1,576
Q1
654
5%
138
MIN
1
RANGE
7,480
IQR
2,394
STD
1,734
VAR
3.0M
KURT.
0.518
SKEW
1.05
SUM
11.4M
133
Master_mconsumototal
VALUES:
1,224
(15%)
MISSING:
6,706
(85%)
DISTINCT:
592
(7%)
ZEROES:
556
(7%)
MAX
716k
95%
27k
Q3
3k
AVG
7k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-2k
RANGE
717k
IQR
2,893
STD
33,499
VAR
1.1B
KURT.
291
SKEW
15.2
SUM
8.1M
134
Master_cconsumos
VALUES:
1,224
(15%)
MISSING:
6,706
(85%)
DISTINCT:
29
(<1%)
ZEROES:
556
(7%)
MAX
47.0
95%
9.0
Q3
2.0
AVG
2.0
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
47.0
IQR
2.00
STD
4.40
VAR
19.3
KURT.
40.9
SKEW
5.47
SUM
2,422
135
Master_cadelantosefectivo
VALUES:
1,224
(15%)
MISSING:
6,706
(85%)
DISTINCT:
6
(<1%)
136
Master_mpagominimo
VALUES:
5,523
(70%)
MISSING:
2,407
(30%)
DISTINCT:
429
(5%)
ZEROES:
4,610
(58%)
MAX
1.3M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.3M
IQR
0.00
STD
28,272
VAR
799.3M
KURT.
896
SKEW
24.1
SUM
16.8M
137
Visa_delinquency
VALUES:
6,252
(79%)
MISSING:
1,678
(21%)
DISTINCT:
2
(<1%)
138
Visa_status
VALUES:
6,252
(79%)
MISSING:
1,678
(21%)
DISTINCT:
4
(<1%)
139
Visa_mfinanciacion_limite
VALUES:
6,252
(79%)
MISSING:
1,678
(21%)
DISTINCT:
259
(3%)
ZEROES:
160
(2%)
MAX
3.7M
95%
0.9M
Q3
0.3M
AVG
0.2M
MEDIAN
0.1M
Q1
0.1M
5%
0.0M
MIN
0.0M
RANGE
3.7M
IQR
177k
STD
317k
VAR
100.6B
KURT.
23.2
SKEW
4.00
SUM
1.5B
140
Visa_Fvencimiento
VALUES:
6,252
(79%)
MISSING:
1,678
(21%)
DISTINCT:
284
(4%)
ZEROES:
---
MAX
0.0M
95%
-0.0M
Q3
-0.0M
MEDIAN
-0.0M
AVG
-0.0M
Q1
-0.0M
5%
-0.0M
MIN
-2.9M
RANGE
2.9M
IQR
972
STD
211k
VAR
44.6B
KURT.
185
SKEW
-13.7
SUM
-104.5M
141
Visa_Finiciomora
VALUES:
385
(5%)
MISSING:
7,545
(95%)
DISTINCT:
39
(<1%)
ZEROES:
49
(<1%)
MAX
118
95%
82
Q3
55
MEDIAN
44
AVG
38
Q1
20
5%
0
MIN
0
RANGE
118
IQR
35.0
STD
24.6
VAR
604
KURT.
-0.605
SKEW
0.164
SUM
14,773
142
Visa_msaldototal
VALUES:
6,252
(79%)
MISSING:
1,678
(21%)
DISTINCT:
3,543
(45%)
ZEROES:
2,662
(34%)
MAX
2.1M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
-0.0M
MIN
-0.2M
RANGE
2.3M
IQR
6,324
STD
66,367
VAR
4.4B
KURT.
279
SKEW
13.3
SUM
93.7M
143
Visa_msaldopesos
VALUES:
6,252
(79%)
MISSING:
1,678
(21%)
DISTINCT:
3,519
(44%)
ZEROES:
2,683
(34%)
MAX
2.5M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
-0.2M
RANGE
2.6M
IQR
7,326
STD
75,646
VAR
5.7B
KURT.
299
SKEW
13.7
SUM
106.9M
144
Visa_msaldodolares
VALUES:
6,252
(79%)
MISSING:
1,678
(21%)
DISTINCT:
334
(4%)
ZEROES:
5,885
(74%)
MAX
569k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-105k
RANGE
674k
IQR
0.00
STD
10,465
VAR
109.5M
KURT.
1,616
SKEW
35.2
SUM
2.7M
145
Visa_mconsumospesos
VALUES:
3,639
(46%)
MISSING:
4,291
(54%)
DISTINCT:
2,575
(32%)
ZEROES:
914
(12%)
MAX
596k
95%
37k
Q3
7k
AVG
8k
MEDIAN
1k
Q1
0k
5%
0k
MIN
-2k
RANGE
598k
IQR
6,876
STD
25,565
VAR
653.5M
KURT.
184
SKEW
11.1
SUM
30.1M
146
Visa_mconsumosdolares
VALUES:
3,639
(46%)
MISSING:
4,291
(54%)
DISTINCT:
576
(7%)
ZEROES:
2,757
(35%)
MAX
8,426
95%
12
Q3
0
AVG
15
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
8,426
IQR
0.00
STD
212
VAR
45,015
KURT.
954
SKEW
28.4
SUM
53,672
147
Visa_mlimitecompra
VALUES:
6,252
(79%)
MISSING:
1,678
(21%)
DISTINCT:
252
(3%)
ZEROES:
---
MAX
4.1M
95%
1.0M
Q3
0.3M
AVG
0.3M
MEDIAN
0.2M
Q1
0.1M
5%
0.1M
MIN
0.0M
RANGE
4.1M
IQR
183k
STD
353k
VAR
124.7B
KURT.
22.8
SKEW
3.98
SUM
1.7B
148
Visa_madelantopesos
VALUES:
3,639
(46%)
MISSING:
4,291
(54%)
DISTINCT:
13
(<1%)
ZEROES:
3,624
(46%)
MAX
17,550
95%
0
Q3
0
AVG
38
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
17,550
IQR
0.00
STD
718
VAR
516k
KURT.
477
SKEW
21.4
SUM
139k
149
Visa_madelantodolares
VALUES:
3,639
(46%)
MISSING:
4,291
(54%)
DISTINCT:
4
(<1%)
150
Visa_fultimo_cierre
VALUES:
6,252
(79%)
MISSING:
1,678
(21%)
DISTINCT:
55
(<1%)
ZEROES:
482
(6%)
MAX
4,657
95%
23
Q3
6
AVG
11
MEDIAN
4
Q1
2
5%
-1
MIN
-1
RANGE
4,658
IQR
4.00
STD
125
VAR
15,516
KURT.
1,002
SKEW
30.4
SUM
68,582
151
Visa_mpagado
VALUES:
6,252
(79%)
MISSING:
1,678
(21%)
DISTINCT:
506
(6%)
ZEROES:
5,723
(72%)
MAX
987k
95%
4k
Q3
0k
AVG
2k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
987k
IQR
0.00
STD
18,018
VAR
324.6M
KURT.
1,700
SKEW
36.5
SUM
9.8M
152
Visa_mpagospesos
VALUES:
3,639
(46%)
MISSING:
4,291
(54%)
DISTINCT:
2,815
(35%)
ZEROES:
609
(8%)
MAX
47k
95%
0k
Q3
-0k
MEDIAN
-4k
AVG
-12k
Q1
-13k
5%
-52k
MIN
-429k
RANGE
476k
IQR
12,303
STD
24,848
VAR
617.4M
KURT.
66.2
SKEW
-6.28
SUM
-43.3M
153
Visa_mpagosdolares
VALUES:
3,639
(46%)
MISSING:
4,291
(54%)
DISTINCT:
165
(2%)
ZEROES:
3,403
(43%)
MAX
4,590
95%
2
Q3
0
AVG
9
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
4,590
IQR
0.00
STD
118
VAR
13,945
KURT.
754
SKEW
24.3
SUM
31,135
154
Visa_fechaalta
VALUES:
6,252
(79%)
MISSING:
1,678
(21%)
DISTINCT:
3,767
(48%)
ZEROES:
---
MAX
11,543
95%
6,851
Q3
3,779
AVG
2,530
MEDIAN
1,842
Q1
986
5%
204
MIN
1
RANGE
11,542
IQR
2,793
STD
2,078
VAR
4.3M
KURT.
0.757
SKEW
1.10
SUM
15.8M
155
Visa_mconsumototal
VALUES:
3,639
(46%)
MISSING:
4,291
(54%)
DISTINCT:
2,575
(32%)
ZEROES:
914
(12%)
MAX
596k
95%
37k
Q3
7k
AVG
8k
MEDIAN
1k
Q1
0k
5%
0k
MIN
-2k
RANGE
598k
IQR
6,876
STD
25,565
VAR
653.5M
KURT.
184
SKEW
11.1
SUM
30.1M
156
Visa_cconsumos
VALUES:
3,639
(46%)
MISSING:
4,291
(54%)
DISTINCT:
46
(<1%)
ZEROES:
914
(12%)
MAX
55.0
95%
15.0
Q3
5.0
AVG
3.9
MEDIAN
2.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
55.0
IQR
5.00
STD
5.94
VAR
35.3
KURT.
16.2
SKEW
3.40
SUM
14,115
157
Visa_cadelantosefectivo
VALUES:
3,639
(46%)
MISSING:
4,291
(54%)
DISTINCT:
7
(<1%)
158
Visa_mpagominimo
VALUES:
6,252
(79%)
MISSING:
1,678
(21%)
DISTINCT:
895
(11%)
ZEROES:
3,294
(42%)
MAX
1.6M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.6M
IQR
644
STD
48,766
VAR
2.4B
KURT.
369
SKEW
16.7
SUM
42.1M
159
clase_ternaria
VALUES:
7,930
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
numero_de_cliente
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cliente_antiguedad
-0.66
Visa_fechaalta
-0.57
Master_fechaalta
-0.48
cliente_edad
-0.43
Visa_mfinanciacion_limite
-0.19
Visa_mlimitecompra
-0.19
ctarjeta_visa_debitos_automaticos
-0.17
Master_mlimitecompra
-0.15
Master_mfinanciacion_limite
-0.15
Master_Fvencimiento
-0.14
cproductos
-0.14
mttarjeta_visa_debitos_automaticos
-0.14
Visa_cconsumos
-0.11
ccomisiones_otras
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_debito
0.17
ccaja_seguridad
0.12
cseguro_vivienda
0.10
cinversion2
0.10
thomebanking
0.09
ctarjeta_master
0.08
active_quarter
0.08
ctarjeta_visa
0.07
ccomisiones_mantenimiento
0.07
cplazo_fijo
0.06
cpayroll_trx
0.06
mdescubierto_preacordado
0.05
cprestamos_prendarios
0.05
ccaja_ahorro
0.05
MOST FREQUENT VALUES
4572728
1
<0.1%
35251155
1
<0.1%
35243063
1
<0.1%
35242211
1
<0.1%
35234995
1
<0.1%
35234794
1
<0.1%
35229711
1
<0.1%
35219579
1
<0.1%
35214603
1
<0.1%
35209683
1
<0.1%
35209426
1
<0.1%
35207783
1
<0.1%
35206218
1
<0.1%
35203994
1
<0.1%
35197641
1
<0.1%
SMALLEST VALUES
4572728
1
<0.1%
4572841
1
<0.1%
4573161
1
<0.1%
4576124
1
<0.1%
4579001
1
<0.1%
4579372
1
<0.1%
4579843
1
<0.1%
4581794
1
<0.1%
4583836
1
<0.1%
4589554
1
<0.1%
4595212
1
<0.1%
4597851
1
<0.1%
4602221
1
<0.1%
4603880
1
<0.1%
4606365
1
<0.1%
LARGEST VALUES
60967321
1
<0.1%
60601115
1
<0.1%
59986830
1
<0.1%
59924595
1
<0.1%
59829157
1
<0.1%
59666944
1
<0.1%
59640787
1
<0.1%
59483277
1
<0.1%
59457626
1
<0.1%
59405029
1
<0.1%
58438336
1
<0.1%
58435091
1
<0.1%
58377568
1
<0.1%
58374125
1
<0.1%
58257104
1
<0.1%
foto_mes
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_Finiciomora
-0.51
Master_Finiciomora
-0.22
Visa_msaldopesos
-0.15
Visa_msaldototal
-0.14
mprestamos_personales
-0.14
Visa_mpagominimo
-0.14
Master_msaldopesos
-0.13
Master_msaldototal
-0.13
Master_mpagominimo
-0.12
mrentabilidad_annual
-0.10
cmobile_app_trx
-0.09
mcuentas_saldo
0.08
mcuenta_corriente
0.08
mforex_sell
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
internet
0.24
Visa_status
0.19
mdescubierto_preacordado
0.19
Master_status
0.17
tmobile_app
0.16
Visa_delinquency
0.16
Master_delinquency
0.15
ctarjeta_visa
0.15
ctarjeta_master
0.15
thomebanking
0.11
ccomisiones_mantenimiento
0.09
cforex_sell
0.08
cseguro_vida
0.08
ccajas_depositos
0.08
MOST FREQUENT VALUES
202011
936
11.8%
202006
875
11.0%
202005
855
10.8%
202009
775
9.8%
202007
748
9.4%
202001
744
9.4%
202004
713
9.0%
202010
708
8.9%
202008
677
8.5%
202003
592
7.5%
202002
307
3.9%
SMALLEST VALUES
202001
744
9.4%
202002
307
3.9%
202003
592
7.5%
202004
713
9.0%
202005
855
10.8%
202006
875
11.0%
202007
748
9.4%
202008
677
8.5%
202009
775
9.8%
202010
708
8.9%
202011
936
11.8%
LARGEST VALUES
202011
936
11.8%
202010
708
8.9%
202009
775
9.8%
202008
677
8.5%
202007
748
9.4%
202006
875
11.0%
202005
855
10.8%
202004
713
9.0%
202003
592
7.5%
202002
307
3.9%
202001
744
9.4%
active_quarter
MISSING:
---
TOP CATEGORIES
1
5,853
74%
0
2,077
26%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
active_quarter
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
thomebanking
0.14
internet
0.12
tcuentas
0.09
tmobile_app
0.09
ccajas_extracciones
0.05
tcallcenter
0.05
cforex_buy
0.05
ctarjeta_visa_descuentos
0.04
ccajas_transacciones
0.04
ccajeros_propios_descuentos
0.04
ccajas_depositos
0.04

THESE FEATURES
GIVE INFORMATION
ON active_quarter:
thomebanking
0.17
internet
0.15
tmobile_app
0.09
tcallcenter
0.02
ccajas_transacciones
0.02
ccajas_extracciones
0.02
tcuentas
0.01
cpayroll_trx
0.01
mdescubierto_preacordado
0.01
cseguro_accidentes_personales
0.01
ccajas_depositos
0.01
ctarjeta_visa
0.01
cforex
0.01
cforex_sell
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
active_quarter
CORRELATION RATIO WITH...
ccomisiones_otras
0.35
ctrx_quarter
0.27
chomebanking_transacciones
0.23
ctarjeta_visa_transacciones
0.22
mrentabilidad_annual
0.18
cproductos
0.18
Visa_fechaalta
0.17
ctarjeta_visa_debitos_automaticos
0.15
cmobile_app_trx
0.15
mtarjeta_visa_consumo
0.15
ctarjeta_debito_transacciones
0.15
Visa_cconsumos
0.14
cliente_antiguedad
0.14
Master_fechaalta
0.13
cliente_vip
MISSING:
---
TOP CATEGORIES
0
7,915
>99%
1
15
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cliente_vip
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
ccuenta_corriente
0.13
cinversion2
0.01
cplazo_fijo
0.01
ccaja_ahorro
0.00
cinversion1
0.00
ccaja_seguridad
0.00
ctarjeta_debito
0.00
ccajas_extracciones
0.00
Visa_delinquency
0.00
Master_status
0.00
Visa_status
0.00

THESE FEATURES
GIVE INFORMATION
ON cliente_vip:
ccuenta_corriente
0.15
ctarjeta_debito
0.12
ccaja_ahorro
0.07
cplazo_fijo
0.06
cinversion2
0.06
Visa_delinquency
0.02
ccajas_extracciones
0.02
Visa_status
0.02
Master_status
0.02
ccaja_seguridad
0.02
internet
0.01
tcallcenter
0.01
cinversion1
0.01
cseguro_vida
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cliente_vip
CORRELATION RATIO WITH...
mplazo_fijo_dolares
0.24
minversion1_dolares
0.16
mcaja_ahorro_dolares
0.09
mcuentas_saldo
0.09
Visa_mfinanciacion_limite
0.09
Visa_mlimitecompra
0.09
Master_mfinanciacion_limite
0.06
Master_mlimitecompra
0.06
cliente_edad
0.06
mrentabilidad_annual
0.05
ctarjeta_visa_debitos_automaticos
0.05
cliente_antiguedad
0.05
numero_de_cliente
0.04
Visa_fechaalta
0.04
internet
MISSING:
---
TOP CATEGORIES
0
4,348
55%
1
3,550
45%
2
30
<1%
3
2
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
internet
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
tmobile_app
0.38
thomebanking
0.27
active_quarter
0.15
tpaquete1
0.09
cpayroll2_trx
0.08
mplazo_fijo_pesos
0.07
mpayroll2
0.07
mcuenta_corriente_adicional
0.07
Visa_madelantodolares
0.07
Master_madelantopesos
0.05
tcallcenter
0.05

THESE FEATURES
GIVE INFORMATION
ON internet:
tmobile_app
0.30
thomebanking
0.26
active_quarter
0.12
tcallcenter
0.02
cforex
0.01
ccajas_transacciones
0.01
cforex_sell
0.01
ccajas_extracciones
0.01
ctarjeta_visa
0.01
cpayroll_trx
0.01
ctarjeta_master
0.01
mdescubierto_preacordado
0.01
ccaja_ahorro
0.00
Visa_delinquency
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
internet
CORRELATION RATIO WITH...
cmobile_app_trx
0.29
chomebanking_transacciones
0.26
foto_mes
0.24
ctrx_quarter
0.22
ccomisiones_otras
0.21
ctarjeta_visa_transacciones
0.16
cprestamos_personales
0.15
mrentabilidad_annual
0.13
Visa_cconsumos
0.12
cproductos
0.11
ctarjeta_visa_debitos_automaticos
0.11
mforex_sell
0.11
ctarjeta_debito_transacciones
0.11
Visa_mpagospesos
0.11
cliente_edad
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
numero_de_cliente
-0.43
cliente_antiguedad
0.37
Visa_fechaalta
0.33
Master_fechaalta
0.26
ctarjeta_visa_debitos_automaticos
0.15
Visa_mfinanciacion_limite
0.15
Visa_mlimitecompra
0.14
cproductos
0.13
Master_mfinanciacion_limite
0.12
Master_mlimitecompra
0.12
mttarjeta_visa_debitos_automaticos
0.12
mrentabilidad_annual
0.10
Visa_Finiciomora
-0.10
mcaja_ahorro_adicional
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_debito
0.21
cseguro_vivienda
0.17
ccaja_seguridad
0.14
tmobile_app
0.14
ccomisiones_mantenimiento
0.09
ccaja_ahorro
0.08
cpayroll_trx
0.07
cseguro_accidentes_personales
0.07
cplazo_fijo
0.07
cseguro_vida
0.07
ccuenta_corriente
0.06
internet
0.06
cliente_vip
0.06
mdescubierto_preacordado
0.06
MOST FREQUENT VALUES
40
261
3.3%
38
241
3.0%
43
233
2.9%
33
229
2.9%
42
227
2.9%
35
224
2.8%
37
216
2.7%
41
215
2.7%
44
210
2.6%
45
210
2.6%
39
205
2.6%
34
203
2.6%
36
202
2.5%
30
195
2.5%
32
193
2.4%
SMALLEST VALUES
20
2
<0.1%
21
5
<0.1%
22
23
0.3%
23
25
0.3%
24
35
0.4%
25
66
0.8%
26
71
0.9%
27
106
1.3%
28
139
1.8%
29
158
2.0%
30
195
2.5%
31
170
2.1%
32
193
2.4%
33
229
2.9%
34
203
2.6%
LARGEST VALUES
97
1
<0.1%
95
1
<0.1%
92
4
<0.1%
91
3
<0.1%
90
4
<0.1%
89
2
<0.1%
88
1
<0.1%
87
3
<0.1%
86
1
<0.1%
85
12
0.2%
84
9
0.1%
83
15
0.2%
82
17
0.2%
81
28
0.4%
80
19
0.2%
cliente_antiguedad
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_fechaalta
0.86
Master_fechaalta
0.72
numero_de_cliente
-0.66
cliente_edad
0.37
ctarjeta_visa_debitos_automaticos
0.23
Master_Fvencimiento
0.22
Visa_mlimitecompra
0.18
Visa_mfinanciacion_limite
0.18
mttarjeta_visa_debitos_automaticos
0.17
ccomisiones_otras
0.17
ccuenta_debitos_automaticos
0.16
cproductos
0.15
mrentabilidad_annual
0.14
Master_mlimitecompra
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_debito
0.23
cinversion2
0.15
cseguro_vivienda
0.15
active_quarter
0.14
ccaja_seguridad
0.12
thomebanking
0.11
tcuentas
0.09
ctarjeta_visa
0.09
ccomisiones_mantenimiento
0.09
cplazo_fijo
0.08
cseguro_accidentes_personales
0.08
ccaja_ahorro
0.07
cseguro_vida
0.06
ccuenta_corriente
0.06
MOST FREQUENT VALUES
37
105
1.3%
36
95
1.2%
38
87
1.1%
47
87
1.1%
52
85
1.1%
35
81
1.0%
39
79
1.0%
42
76
1.0%
31
76
1.0%
33
69
0.9%
40
68
0.9%
55
67
0.8%
43
67
0.8%
41
64
0.8%
32
63
0.8%
SMALLEST VALUES
1
18
0.2%
2
27
0.3%
3
30
0.4%
4
29
0.4%
5
28
0.4%
6
45
0.6%
7
37
0.5%
8
49
0.6%
9
48
0.6%
10
48
0.6%
11
42
0.5%
12
48
0.6%
13
38
0.5%
14
39
0.5%
15
39
0.5%
LARGEST VALUES
371
2
<0.1%
370
6
<0.1%
369
5
<0.1%
368
4
<0.1%
367
4
<0.1%
366
3
<0.1%
365
3
<0.1%
364
4
<0.1%
363
1
<0.1%
362
1
<0.1%
361
4
<0.1%
318
27
0.3%
317
25
0.3%
316
20
0.3%
315
22
0.3%
mrentabilidad
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcomisiones_otras
0.74
mcomisiones
0.74
mactivos_margen
0.64
mrentabilidad_annual
0.47
mpasivos_margen
0.39
mcaja_ahorro
0.35
mtransferencias_emitidas
0.32
ccheques_emitidos
0.27
mcheques_emitidos
0.27
Master_msaldopesos
0.26
Master_msaldototal
0.26
mcheques_emitidos_rechazados
0.25
ccheques_emitidos_rechazados
0.25
mcheques_depositados_rechazados
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_seguridad
0.23
ccheques_depositados_rechazados
0.21
ccheques_depositados
0.18
ccajas_depositos
0.17
Visa_status
0.17
Master_status
0.17
ccajas_transacciones
0.14
Master_madelantopesos
0.11
Master_cadelantosefectivo
0.11
Visa_delinquency
0.11
ccomisiones_mantenimiento
0.11
ccaja_ahorro
0.10
cprestamos_prendarios
0.10
active_quarter
0.09
MOST FREQUENT VALUES
0.0
967
12.2%
0.01
12
0.2%
0.02
8
0.1%
0.08
5
<0.1%
0.1
4
<0.1%
1734.73
3
<0.1%
0.24
3
<0.1%
0.04
3
<0.1%
10.16
3
<0.1%
0.09
3
<0.1%
1.13
3
<0.1%
2.05
3
<0.1%
1346.65
3
<0.1%
1.53
2
<0.1%
1448.12
2
<0.1%
SMALLEST VALUES
-87519.12
1
<0.1%
-51624.35
1
<0.1%
-47488.8
1
<0.1%
-46937.45
1
<0.1%
-42234.22
1
<0.1%
-40909.69
1
<0.1%
-39837.35
1
<0.1%
-38701.8
1
<0.1%
-37663.1
1
<0.1%
-37280.44
1
<0.1%
-36069.29
1
<0.1%
-35887.19
1
<0.1%
-33079.92
1
<0.1%
-32224.98
1
<0.1%
-31881.84
1
<0.1%
LARGEST VALUES
421306.13
1
<0.1%
144214.07
1
<0.1%
130774.93
1
<0.1%
105686.31
1
<0.1%
97988.07
1
<0.1%
92750.69
1
<0.1%
89796.51
1
<0.1%
85885.28
1
<0.1%
82699.11
1
<0.1%
77599.6
1
<0.1%
73397.13
1
<0.1%
72399.17
1
<0.1%
71707.31
1
<0.1%
63513.49
1
<0.1%
58641.49
1
<0.1%
mrentabilidad_annual
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mpasivos_margen
0.51
mrentabilidad
0.47
mcaja_ahorro
0.46
mcomisiones_otras
0.28
mcomisiones
0.28
Master_msaldopesos
0.27
Master_msaldototal
0.27
mactivos_margen
0.26
mcuenta_corriente
-0.26
Visa_msaldopesos
0.24
Visa_msaldototal
0.24
ctrx_quarter
0.23
Master_mpagospesos
-0.23
Visa_mlimitecompra
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_seguridad
0.20
ccheques_depositados
0.19
active_quarter
0.18
ccajas_transacciones
0.15
Visa_status
0.14
ccheques_depositados_rechazados
0.13
internet
0.13
cplazo_fijo
0.12
Master_status
0.12
ctarjeta_visa
0.12
ccajas_depositos
0.12
tpaquete3
0.12
ccaja_ahorro
0.12
ccomisiones_mantenimiento
0.12
MOST FREQUENT VALUES
0.0
942
11.9%
1734.73
3
<0.1%
4782.1
2
<0.1%
1228.0
2
<0.1%
3931.0
2
<0.1%
6904.49
2
<0.1%
1675.87
2
<0.1%
13257.23
2
<0.1%
1067.05
2
<0.1%
4057.56
2
<0.1%
43770.92
2
<0.1%
69447.71
1
<0.1%
57672.83
1
<0.1%
8155.11
1
<0.1%
21095.05
1
<0.1%
SMALLEST VALUES
-164665.5
1
<0.1%
-138479.72
1
<0.1%
-131875.5
1
<0.1%
-115033.9
1
<0.1%
-97152.86
1
<0.1%
-96898.41
1
<0.1%
-88623.29
1
<0.1%
-86063.62
1
<0.1%
-82291.0
1
<0.1%
-76344.94
1
<0.1%
-70485.42
1
<0.1%
-70365.56
1
<0.1%
-70106.37
1
<0.1%
-61054.74
1
<0.1%
-55162.09
1
<0.1%
LARGEST VALUES
1268535.78
1
<0.1%
619460.95
1
<0.1%
607457.22
1
<0.1%
593942.93
1
<0.1%
568694.01
1
<0.1%
517421.3
1
<0.1%
483402.87
1
<0.1%
480223.57
1
<0.1%
468493.52
1
<0.1%
430909.52
1
<0.1%
429432.77
1
<0.1%
391260.78
1
<0.1%
374708.48
1
<0.1%
369487.52
1
<0.1%
368154.58
1
<0.1%
mcomisiones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcomisiones_otras
1.00
mrentabilidad
0.74
mtransferencias_emitidas
0.39
ccheques_emitidos_rechazados
0.34
mcheques_emitidos_rechazados
0.34
ccheques_emitidos
0.32
mcheques_depositados_rechazados
0.31
mcheques_emitidos
0.29
mrentabilidad_annual
0.28
mcaja_ahorro
0.24
mpasivos_margen
0.23
mcomisiones_mantenimiento
0.13
ccomisiones_otras
0.13
ctrx_quarter
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_seguridad
0.31
ccheques_depositados_rechazados
0.27
ccajas_depositos
0.19
Master_madelantopesos
0.15
Master_cadelantosefectivo
0.15
ccaja_ahorro
0.12
ccomisiones_mantenimiento
0.12
ccheques_depositados
0.10
cprestamos_prendarios
0.09
tpaquete3
0.07
ctarjeta_debito
0.07
ccajas_transacciones
0.07
active_quarter
0.06
Visa_delinquency
0.05
MOST FREQUENT VALUES
0.0
2,271
28.6%
1221.91
652
8.2%
1726.11
231
2.9%
62.47
175
2.2%
1284.39
124
1.6%
1788.59
50
0.6%
1076.1
44
0.6%
2350.95
38
0.5%
1543.87
30
0.4%
6.98
24
0.3%
1228.89
13
0.2%
2413.42
13
0.2%
6.91
12
0.2%
1606.35
11
0.1%
610.95
9
0.1%
SMALLEST VALUES
-21713.14
1
<0.1%
-11510.03
1
<0.1%
-9988.3
1
<0.1%
-7251.02
1
<0.1%
-6109.54
1
<0.1%
-5892.65
1
<0.1%
-5426.51
1
<0.1%
-5367.43
1
<0.1%
-5206.3
1
<0.1%
-5178.33
1
<0.1%
-4825.57
1
<0.1%
-4701.9
1
<0.1%
-4031.57
1
<0.1%
-3452.22
1
<0.1%
-3234.94
1
<0.1%
LARGEST VALUES
398536.69
1
<0.1%
142130.3
1
<0.1%
123095.07
1
<0.1%
71754.33
1
<0.1%
50286.15
1
<0.1%
37726.18
1
<0.1%
35762.51
1
<0.1%
33243.6
1
<0.1%
26274.25
1
<0.1%
23373.17
1
<0.1%
23041.83
1
<0.1%
22706.64
1
<0.1%
20630.68
1
<0.1%
20004.69
1
<0.1%
19330.15
1
<0.1%
mactivos_margen
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mrentabilidad
0.64
Master_msaldopesos
0.47
Master_msaldototal
0.46
Master_mpagominimo
0.35
Visa_msaldopesos
0.29
Visa_msaldototal
0.28
mrentabilidad_annual
0.26
Visa_Finiciomora
0.25
Visa_mpagominimo
0.24
Master_mpagado
0.15
Master_Finiciomora
0.13
mprestamos_personales
0.12
cprestamos_personales
0.11
mcheques_depositados
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_status
0.25
Master_status
0.25
ccajas_depositos
0.13
ccheques_depositados
0.12
cprestamos_prendarios
0.12
Visa_delinquency
0.11
Master_delinquency
0.11
ccajas_transacciones
0.10
ccomisiones_mantenimiento
0.07
internet
0.06
ccajas_extracciones
0.06
tmobile_app
0.06
ccheques_depositados_rechazados
0.05
cpayroll_trx
0.05
MOST FREQUENT VALUES
0.0
1,552
19.6%
-0.42
5
<0.1%
0.09
5
<0.1%
0.06
5
<0.1%
-0.17
4
<0.1%
-0.01
4
<0.1%
0.08
4
<0.1%
0.07
4
<0.1%
0.15
4
<0.1%
-0.02
4
<0.1%
14.64
3
<0.1%
58.71
3
<0.1%
7.37
3
<0.1%
-0.05
3
<0.1%
1.07
3
<0.1%
SMALLEST VALUES
-74811.42
1
<0.1%
-44233.51
1
<0.1%
-40700.67
1
<0.1%
-40117.48
1
<0.1%
-36911.4
1
<0.1%
-34975.99
1
<0.1%
-34695.61
1
<0.1%
-34529.71
1
<0.1%
-34200.05
1
<0.1%
-34050.23
1
<0.1%
-32498.81
1
<0.1%
-31863.63
1
<0.1%
-30828.46
1
<0.1%
-28652.92
1
<0.1%
-27584.61
1
<0.1%
LARGEST VALUES
77432.99
1
<0.1%
72051.59
1
<0.1%
67959.56
1
<0.1%
64726.46
1
<0.1%
61844.46
1
<0.1%
60526.35
1
<0.1%
51925.47
1
<0.1%
49080.16
1
<0.1%
47983.61
1
<0.1%
47785.1
1
<0.1%
46463.61
1
<0.1%
46236.65
1
<0.1%
41863.99
1
<0.1%
40927.61
1
<0.1%
40565.41
1
<0.1%
mpasivos_margen
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcaja_ahorro
0.80
mrentabilidad_annual
0.51
mrentabilidad
0.39
mcuentas_saldo
0.28
ctrx_quarter
0.26
mcheques_depositados
0.25
Visa_mpagospesos
-0.24
mcomisiones_otras
0.23
mcomisiones
0.23
mpagodeservicios
0.23
Master_mpagospesos
-0.23
mautoservicio
0.22
mtransferencias_emitidas
0.22
ctarjeta_debito_transacciones
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados
0.37
cpagodeservicios
0.25
ccajas_extracciones
0.21
cseguro_auto
0.16
ccaja_seguridad
0.15
cplazo_fijo
0.13
ccajas_transacciones
0.12
ccheques_depositados_rechazados
0.11
thomebanking
0.11
active_quarter
0.10
ccajas_depositos
0.10
cpayroll_trx
0.09
ccaja_ahorro
0.09
tpaquete1
0.09
MOST FREQUENT VALUES
0.0
2,151
27.1%
0.01
48
0.6%
0.03
27
0.3%
0.02
22
0.3%
0.06
17
0.2%
0.08
13
0.2%
0.04
12
0.2%
0.21
11
0.1%
0.1
9
0.1%
0.05
9
0.1%
0.12
9
0.1%
0.09
9
0.1%
1.44
9
0.1%
0.22
8
0.1%
0.14
8
0.1%
SMALLEST VALUES
-25660.86
1
<0.1%
-14262.88
1
<0.1%
-11265.16
1
<0.1%
-8797.69
1
<0.1%
-4497.81
1
<0.1%
-3980.67
1
<0.1%
-3721.3
1
<0.1%
-3396.88
1
<0.1%
-2567.27
1
<0.1%
-2543.01
1
<0.1%
-2185.23
1
<0.1%
-2161.84
1
<0.1%
-2108.22
1
<0.1%
-1698.09
1
<0.1%
-1635.16
1
<0.1%
LARGEST VALUES
60171.87
1
<0.1%
45422.32
1
<0.1%
33324.41
1
<0.1%
32476.66
1
<0.1%
21292.22
1
<0.1%
17829.61
1
<0.1%
17619.55
1
<0.1%
17529.57
1
<0.1%
17406.34
1
<0.1%
17201.51
1
<0.1%
16467.11
1
<0.1%
14801.49
1
<0.1%
14261.54
1
<0.1%
12639.14
1
<0.1%
12062.56
1
<0.1%
cproductos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_visa_debitos_automaticos
0.34
ccomisiones_otras
0.34
ctrx_quarter
0.28
ctarjeta_visa_transacciones
0.26
Visa_mfinanciacion_limite
0.26
ccuenta_debitos_automaticos
0.25
Visa_mlimitecompra
0.24
Master_mfinanciacion_limite
0.24
Master_mlimitecompra
0.22
mttarjeta_visa_debitos_automaticos
0.21
Master_Finiciomora
-0.21
Visa_cconsumos
0.20
mtarjeta_visa_consumo
0.19
Visa_fechaalta
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
0.55
ctarjeta_master
0.53
cseguro_accidentes_personales
0.39
mdescubierto_preacordado
0.38
cseguro_vivienda
0.33
cseguro_vida
0.32
Visa_status
0.19
cplazo_fijo
0.18
active_quarter
0.18
thomebanking
0.17
Master_status
0.17
ctarjeta_debito
0.17
ccaja_seguridad
0.16
ccaja_ahorro
0.13
MOST FREQUENT VALUES
6
2,399
30.3%
7
2,335
29.4%
5
1,035
13.1%
8
909
11.5%
4
693
8.7%
9
333
4.2%
10
135
1.7%
11
54
0.7%
12
21
0.3%
3
10
0.1%
13
5
<0.1%
14
1
<0.1%
SMALLEST VALUES
3
10
0.1%
4
693
8.7%
5
1,035
13.1%
6
2,399
30.3%
7
2,335
29.4%
8
909
11.5%
9
333
4.2%
10
135
1.7%
11
54
0.7%
12
21
0.3%
13
5
<0.1%
14
1
<0.1%
LARGEST VALUES
14
1
<0.1%
13
5
<0.1%
12
21
0.3%
11
54
0.7%
10
135
1.7%
9
333
4.2%
8
909
11.5%
7
2,335
29.4%
6
2,399
30.3%
5
1,035
13.1%
4
693
8.7%
3
10
0.1%
tpaquete1
MISSING:
---
TOP CATEGORIES
1
7,909
>99%
2
21
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tpaquete1
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
ccheques_depositados
0.02
ccheques_depositados_rechazados
0.02
cseguro_auto
0.01
ccajas_depositos
0.00
ctarjeta_visa_descuentos
0.00
internet
0.00
ccaja_seguridad
0.00
cseguro_accidentes_personales
0.00
Master_status
0.00
active_quarter
0.00
cseguro_vida
0.00

THESE FEATURES
GIVE INFORMATION
ON tpaquete1:
internet
0.09
ccheques_depositados
0.07
ccajas_depositos
0.03
cseguro_auto
0.03
active_quarter
0.02
tmobile_app
0.02
cseguro_accidentes_personales
0.02
ccheques_depositados_rechazados
0.02
ctarjeta_debito
0.01
Master_status
0.01
cseguro_vida
0.01
ccaja_seguridad
0.01
ctarjeta_visa_descuentos
0.01
cpayroll_trx
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete1
CORRELATION RATIO WITH...
mcheques_depositados
0.19
Visa_mpagospesos
0.10
mcaja_ahorro
0.10
ctransferencias_recibidas
0.09
mpasivos_margen
0.09
Visa_mpagosdolares
0.07
foto_mes
0.07
mcheques_emitidos
0.06
Visa_mfinanciacion_limite
0.06
Visa_mlimitecompra
0.06
Master_mfinanciacion_limite
0.06
Master_mlimitecompra
0.05
ccheques_emitidos
0.05
mtransferencias_recibidas
0.05
tpaquete2
MISSING:
---
TOP CATEGORIES
0
7,930
100%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tpaquete2
PROVIDES INFORMATION ON...
Master_madelantodolares
1.00
clase_ternaria
1.00
ccuenta_corriente
0.00
cprestamos_prendarios
0.00
cforex_buy
0.00
ccajeros_propios_descuentos
0.00
cliente_vip
0.00
tpaquete1
0.00
Visa_cadelantosefectivo
0.00
ctarjeta_visa_descuentos
0.00
ccajas_depositos
0.00
ccheques_depositados
0.00
cinversion2
0.00
Master_status
0.00

THESE FEATURES
GIVE INFORMATION
ON tpaquete2:
active_quarter
1.00
cliente_vip
1.00
internet
1.00
tpaquete1
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00
ctarjeta_debito
1.00
ctarjeta_visa
1.00
ctarjeta_master
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete2
CORRELATION RATIO WITH...
numero_de_cliente
0.00
foto_mes
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
cproductos
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
tpaquete3
MISSING:
---
TOP CATEGORIES
0
7,788
98%
1
142
2%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tpaquete3
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
ccaja_ahorro
0.18
mpayroll2
0.14
Master_cadelantosefectivo
0.11
Master_madelantopesos
0.11
cpayroll2_trx
0.09
ccheques_depositados_rechazados
0.07
cprestamos_prendarios
0.06
Visa_cadelantosefectivo
0.02
ccajas_depositos
0.01
cpayroll_trx
0.01
cprestamos_hipotecarios
0.01

THESE FEATURES
GIVE INFORMATION
ON tpaquete3:
ccaja_ahorro
0.67
cprestamos_prendarios
0.04
ccomisiones_mantenimiento
0.04
cpayroll_trx
0.03
ctarjeta_visa
0.02
mdescubierto_preacordado
0.02
ctarjeta_master
0.02
ccajas_transacciones
0.02
tmobile_app
0.02
ccajas_depositos
0.02
internet
0.01
ccheques_depositados_rechazados
0.01
Visa_status
0.01
Master_madelantopesos
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete3
CORRELATION RATIO WITH...
mprestamos_personales
0.15
mcheques_depositados_rechazados
0.13
ctrx_quarter
0.12
mrentabilidad_annual
0.12
mcheques_emitidos_rechazados
0.10
ccheques_emitidos_rechazados
0.10
ccheques_emitidos
0.10
mcheques_emitidos
0.09
chomebanking_transacciones
0.09
cmobile_app_trx
0.09
mrentabilidad
0.08
cprestamos_personales
0.08
Master_cconsumos
0.08
ctarjeta_debito_transacciones
0.08
tpaquete4
MISSING:
---
TOP CATEGORIES
0
7,774
98%
1
156
2%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tpaquete4
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
ccaja_ahorro
0.20
mpayroll2
0.13
cpayroll2_trx
0.09
cpayroll_trx
0.02
cpagodeservicios
0.02
Visa_cadelantosefectivo
0.01
cforex_sell
0.01
cforex
0.01
cprestamos_hipotecarios
0.01
ccajas_extracciones
0.01
ccheques_depositados
0.01

THESE FEATURES
GIVE INFORMATION
ON tpaquete4:
ccaja_ahorro
0.68
cpayroll_trx
0.07
cforex_sell
0.02
cforex
0.02
internet
0.02
ccomisiones_mantenimiento
0.01
thomebanking
0.01
ccajas_extracciones
0.01
cseguro_vivienda
0.01
active_quarter
0.01
ccajas_transacciones
0.01
cplazo_fijo
0.01
mpayroll2
0.01
tmobile_app
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete4
CORRELATION RATIO WITH...
ctarjeta_debito_transacciones
0.12
mautoservicio
0.11
chomebanking_transacciones
0.10
ctrx_quarter
0.09
mforex_sell
0.08
cextraccion_autoservicio
0.08
minversion2
0.08
catm_trx
0.07
mextraccion_autoservicio
0.06
ccomisiones_otras
0.06
catm_trx_other
0.06
mcaja_ahorro
0.05
cpagomiscuentas
0.05
matm
0.05
tcuentas
MISSING:
---
TOP CATEGORIES
1
7,798
98%
2
132
2%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tcuentas
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
ccomisiones_mantenimiento
0.01
active_quarter
0.01
cseguro_auto
0.01
ccajas_transacciones
0.01
cseguro_vida
0.00
cforex
0.00
cforex_sell
0.00
cpayroll_trx
0.00
Master_delinquency
0.00
ccaja_seguridad
0.00
ccajas_extracciones
0.00

THESE FEATURES
GIVE INFORMATION
ON tcuentas:
ccomisiones_mantenimiento
0.14
active_quarter
0.09
ctarjeta_debito
0.04
ctarjeta_master
0.02
ctarjeta_visa
0.02
ccajas_transacciones
0.02
cseguro_vida
0.01
tmobile_app
0.01
cseguro_accidentes_personales
0.01
cpayroll_trx
0.01
internet
0.01
cforex
0.01
cforex_sell
0.01
mdescubierto_preacordado
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tcuentas
CORRELATION RATIO WITH...
Master_Fvencimiento
0.14
mcomisiones_mantenimiento
0.10
cliente_antiguedad
0.09
ccomisiones_otras
0.08
Master_fechaalta
0.07
ctrx_quarter
0.06
Visa_fechaalta
0.06
mrentabilidad_annual
0.05
ccuenta_debitos_automaticos
0.04
numero_de_cliente
0.04
chomebanking_transacciones
0.04
ctransferencias_recibidas
0.03
ctarjeta_debito_transacciones
0.03
cmobile_app_trx
0.03
ccuenta_corriente
MISSING:
---
TOP CATEGORIES
1
7,912
>99%
2
18
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccuenta_corriente
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
cliente_vip
0.15
ccaja_ahorro
0.02
ccaja_seguridad
0.02
cinversion2
0.01
ctarjeta_visa_descuentos
0.00
ccheques_depositados
0.00
cprestamos_prendarios
0.00
cplazo_fijo
0.00
cinversion1
0.00
ctarjeta_debito
0.00
cseguro_vivienda
0.00

THESE FEATURES
GIVE INFORMATION
ON ccuenta_corriente:
ccaja_ahorro
0.46
ccaja_seguridad
0.13
cliente_vip
0.13
ctarjeta_debito
0.08
cinversion2
0.04
cplazo_fijo
0.02
cseguro_vivienda
0.02
ccomisiones_mantenimiento
0.02
Visa_status
0.02
ctarjeta_visa_descuentos
0.01
ccheques_depositados
0.01
cseguro_vida
0.01
cprestamos_prendarios
0.01
cinversion1
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccuenta_corriente
CORRELATION RATIO WITH...
mplazo_fijo_dolares
0.22
minversion1_dolares
0.14
cproductos
0.10
mcuentas_saldo
0.09
Visa_mfinanciacion_limite
0.09
Visa_mlimitecompra
0.09
mcaja_ahorro_dolares
0.08
Master_mfinanciacion_limite
0.08
Master_mlimitecompra
0.08
mrentabilidad_annual
0.07
mtarjeta_visa_descuentos
0.07
cliente_edad
0.06
mcaja_ahorro
0.06
cliente_antiguedad
0.06
mcuenta_corriente_adicional
MISSING:
---
TOP CATEGORIES
0.0
7,927
>99%
42986.72
1
<1%
3597.45
1
<1%
41.2
1
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mcuenta_corriente_adicional
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
ccaja_seguridad
0.00
ccomisiones_mantenimiento
0.00
ctarjeta_debito
0.00
ccaja_ahorro
0.00
cseguro_accidentes_personales
0.00
thomebanking
0.00
internet
0.00
ctarjeta_master
0.00
ctarjeta_visa
0.00
active_quarter
0.00
tmobile_app
0.00

THESE FEATURES
GIVE INFORMATION
ON mcuenta_corriente_adicional:
ctarjeta_debito
0.37
ccomisiones_mantenimiento
0.34
ccaja_seguridad
0.13
ccaja_ahorro
0.12
cseguro_accidentes_personales
0.08
thomebanking
0.07
internet
0.07
ctarjeta_master
0.05
ctarjeta_visa
0.03
active_quarter
0.03
tmobile_app
0.03
mdescubierto_preacordado
0.02
tcallcenter
0.01
ccajas_transacciones
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mcuenta_corriente_adicional
CORRELATION RATIO WITH...
ctarjeta_master_debitos_automaticos
0.17
Master_cconsumos
0.05
ctarjeta_master_transacciones
0.04
cproductos
0.04
cliente_antiguedad
0.03
numero_de_cliente
0.03
cliente_edad
0.03
mttarjeta_visa_debitos_automaticos
0.02
Master_Fvencimiento
0.02
ccuenta_debitos_automaticos
0.02
Master_fechaalta
0.02
Visa_fechaalta
0.02
ccomisiones_otras
0.02
mrentabilidad_annual
0.02
mcuenta_corriente
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcuentas_saldo
0.51
mrentabilidad_annual
-0.26
mpagodeservicios
0.15
Visa_Finiciomora
-0.14
Visa_Fvencimiento
-0.13
mprestamos_hipotecarios
-0.11
cproductos
0.10
Visa_mpagominimo
-0.10
mpasivos_margen
0.09
mprestamos_prendarios
-0.09
foto_mes
0.08
Visa_mfinanciacion_limite
0.07
mcomisiones_mantenimiento
0.07
Visa_msaldopesos
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cprestamos_prendarios
0.27
mdescubierto_preacordado
0.26
ctarjeta_visa
0.23
Visa_status
0.22
Master_status
0.20
ctarjeta_master
0.19
cpagodeservicios
0.16
ccajas_extracciones
0.12
ccomisiones_mantenimiento
0.10
thomebanking
0.08
tpaquete3
0.07
cseguro_vida
0.05
ccaja_ahorro
0.04
cforex_sell
0.04
MOST FREQUENT VALUES
0.0
2,341
29.5%
-213.82
5
<0.1%
-106.91
4
<0.1%
-220.96
4
<0.1%
2341.08
4
<0.1%
-110.48
4
<0.1%
-151.03
4
<0.1%
-302.07
3
<0.1%
-312.14
3
<0.1%
-53.45
3
<0.1%
-157.64
2
<0.1%
-132.42
2
<0.1%
2.14
2
<0.1%
-1.79
2
<0.1%
-58.16
2
<0.1%
SMALLEST VALUES
-3433046.76
1
<0.1%
-3245564.02
1
<0.1%
-2739780.01
1
<0.1%
-2242965.57
1
<0.1%
-2208065.73
1
<0.1%
-1908822.24
1
<0.1%
-1781928.68
1
<0.1%
-1724471.51
1
<0.1%
-1713192.6
1
<0.1%
-1642749.19
1
<0.1%
-1610897.69
1
<0.1%
-1554296.86
1
<0.1%
-1511059.18
1
<0.1%
-1505193.68
1
<0.1%
-1459657.95
1
<0.1%
LARGEST VALUES
1910383.93
1
<0.1%
1194069.94
1
<0.1%
609076.73
1
<0.1%
485597.15
1
<0.1%
314071.33
1
<0.1%
307447.45
1
<0.1%
270713.3
1
<0.1%
262430.66
1
<0.1%
231510.02
1
<0.1%
196270.15
1
<0.1%
160443.1
1
<0.1%
148453.62
1
<0.1%
125019.49
1
<0.1%
117848.79
1
<0.1%
114787.53
1
<0.1%
ccaja_ahorro
MISSING:
---
TOP CATEGORIES
2
7,349
93%
4
332
4%
3
222
3%
5
19
<1%
6
8
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccaja_ahorro
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
tpaquete4
0.68
tpaquete3
0.67
ccuenta_corriente
0.46
cpayroll2_trx
0.23
mpayroll2
0.21
mcuenta_corriente_adicional
0.12
Master_cadelantosefectivo
0.09
Master_madelantopesos
0.09
ccheques_depositados_rechazados
0.07
cliente_vip
0.07
mplazo_fijo_pesos
0.06

THESE FEATURES
GIVE INFORMATION
ON ccaja_ahorro:
tpaquete4
0.20
tpaquete3
0.18
cpayroll_trx
0.03
ccuenta_corriente
0.02
ccomisiones_mantenimiento
0.02
internet
0.01
cprestamos_prendarios
0.01
ccajas_extracciones
0.01
ccajas_transacciones
0.01
ccaja_seguridad
0.01
tmobile_app
0.01
thomebanking
0.01
ctarjeta_debito
0.01
cforex_sell
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_ahorro
CORRELATION RATIO WITH...
mcaja_ahorro_adicional
0.31
ccheques_emitidos_rechazados
0.31
ccheques_emitidos
0.27
mcheques_emitidos_rechazados
0.27
mcheques_depositados_rechazados
0.21
mcheques_emitidos
0.20
ctrx_quarter
0.16
ctarjeta_debito_transacciones
0.14
chomebanking_transacciones
0.13
cproductos
0.13
mcomisiones
0.12
mcomisiones_otras
0.12
mprestamos_personales
0.12
mrentabilidad_annual
0.12
mcaja_ahorro
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mpasivos_margen
0.80
mrentabilidad_annual
0.46
mrentabilidad
0.35
mcuentas_saldo
0.29
mtransferencias_emitidas
0.25
mcomisiones_otras
0.24
mcomisiones
0.24
mcheques_depositados
0.24
ctrx_quarter
0.21
ctarjeta_debito_transacciones
0.20
mautoservicio
0.19
Visa_mpagospesos
-0.18
mcaja_ahorro_adicional
0.16
cpagomiscuentas
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados
0.40
cseguro_auto
0.17
ccaja_seguridad
0.13
cplazo_fijo
0.12
cpayroll_trx
0.12
ccajas_extracciones
0.11
ccheques_depositados_rechazados
0.11
tpaquete1
0.10
ccajas_depositos
0.09
ccaja_ahorro
0.09
ccajas_transacciones
0.09
cforex_sell
0.08
thomebanking
0.08
cforex
0.08
MOST FREQUENT VALUES
0.0
3,339
42.1%
0.01
14
0.2%
0.02
8
0.1%
0.03
8
0.1%
0.16
5
<0.1%
0.04
5
<0.1%
2.92
5
<0.1%
0.05
4
<0.1%
0.07
4
<0.1%
0.24
4
<0.1%
0.67
4
<0.1%
0.1
3
<0.1%
0.94
3
<0.1%
0.46
3
<0.1%
0.43
3
<0.1%
SMALLEST VALUES
0.0
3,339
42.1%
0.01
14
0.2%
0.02
8
0.1%
0.03
8
0.1%
0.04
5
<0.1%
0.05
4
<0.1%
0.07
4
<0.1%
0.08
2
<0.1%
0.09
3
<0.1%
0.1
3
<0.1%
0.11
1
<0.1%
0.12
1
<0.1%
0.15
1
<0.1%
0.16
5
<0.1%
0.18
2
<0.1%
LARGEST VALUES
3546285.45
1
<0.1%
2537751.99
1
<0.1%
2015292.87
1
<0.1%
1316956.76
1
<0.1%
1098320.51
1
<0.1%
1044280.22
1
<0.1%
837566.14
1
<0.1%
758560.09
1
<0.1%
711487.48
1
<0.1%
698011.56
1
<0.1%
674766.92
1
<0.1%
652046.94
1
<0.1%
616909.93
1
<0.1%
606283.98
1
<0.1%
594976.81
1
<0.1%
mcaja_ahorro_adicional
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_Finiciomora
0.21
mpasivos_margen
0.21
cextraccion_autoservicio
0.20
catm_trx
0.19
mcaja_ahorro
0.16
mautoservicio
0.15
Visa_Finiciomora
-0.11
mrentabilidad_annual
0.10
mextraccion_autoservicio
0.09
cliente_edad
0.09
ctarjeta_debito_transacciones
0.08
matm
0.08
catm_trx_other
0.08
mcuentas_saldo
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_ahorro
0.31
cplazo_fijo
0.13
ccajeros_propios_descuentos
0.07
ccajas_extracciones
0.06
ctarjeta_debito
0.04
ccajas_transacciones
0.03
ccaja_seguridad
0.03
thomebanking
0.03
Visa_delinquency
0.03
ccomisiones_mantenimiento
0.02
mdescubierto_preacordado
0.02
active_quarter
0.02
internet
0.01
tpaquete3
0.01
MOST FREQUENT VALUES
0.0
7,741
97.6%
389.99
8
0.1%
1559.99
3
<0.1%
1949.99
2
<0.1%
2264.51
2
<0.1%
3119.99
2
<0.1%
23400.0
2
<0.1%
6200.01
1
<0.1%
1830.47
1
<0.1%
72763.58
1
<0.1%
151.8
1
<0.1%
69517.32
1
<0.1%
106550.0
1
<0.1%
2734.75
1
<0.1%
74229.8
1
<0.1%
SMALLEST VALUES
-143.36
1
<0.1%
0.0
7,741
97.6%
0.02
1
<0.1%
0.03
1
<0.1%
0.05
1
<0.1%
0.08
1
<0.1%
0.12
1
<0.1%
0.17
1
<0.1%
0.24
1
<0.1%
0.43
1
<0.1%
0.5
1
<0.1%
0.7
1
<0.1%
0.9
1
<0.1%
1.63
1
<0.1%
1.76
1
<0.1%
LARGEST VALUES
409293.68
1
<0.1%
359697.75
1
<0.1%
325094.1
1
<0.1%
176669.04
1
<0.1%
168183.63
1
<0.1%
163638.46
1
<0.1%
152150.23
1
<0.1%
146262.41
1
<0.1%
111853.4
1
<0.1%
106550.0
1
<0.1%
100240.17
1
<0.1%
89497.16
1
<0.1%
82607.41
1
<0.1%
74229.8
1
<0.1%
73310.29
1
<0.1%
mcaja_ahorro_dolares
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcuentas_saldo
0.70
Visa_Finiciomora
-0.17
mrentabilidad_annual
0.11
mcaja_ahorro
0.07
mpasivos_margen
0.07
Visa_fechaalta
0.06
mttarjeta_visa_debitos_automaticos
0.06
cliente_antiguedad
0.06
mttarjeta_master_debitos_automaticos
0.06
cproductos
0.06
Visa_mfinanciacion_limite
0.05
ctarjeta_visa_debitos_automaticos
0.05
Visa_mlimitecompra
0.05
ctransferencias_emitidas
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cliente_vip
0.09
ccaja_seguridad
0.09
ccuenta_corriente
0.08
ccaja_ahorro
0.08
cplazo_fijo
0.06
ctarjeta_debito
0.06
cseguro_vivienda
0.05
Visa_madelantodolares
0.04
thomebanking
0.04
cinversion1
0.04
mdescubierto_preacordado
0.04
cforex
0.04
cforex_sell
0.04
active_quarter
0.03
MOST FREQUENT VALUES
0.0
5,246
66.2%
0.81
35
0.4%
0.8
27
0.3%
0.94
26
0.3%
0.78
25
0.3%
0.88
24
0.3%
0.91
21
0.3%
0.7
20
0.3%
0.84
19
0.2%
0.74
16
0.2%
1.83
13
0.2%
0.86
12
0.2%
1.73
11
0.1%
1.9
11
0.1%
1.6
11
0.1%
SMALLEST VALUES
-1236.47
1
<0.1%
-54.67
1
<0.1%
0.0
5,246
66.2%
0.7
20
0.3%
0.72
7
<0.1%
0.74
16
0.2%
0.78
25
0.3%
0.8
27
0.3%
0.81
35
0.4%
0.84
19
0.2%
0.86
12
0.2%
0.88
24
0.3%
0.91
21
0.3%
0.94
26
0.3%
1.41
7
<0.1%
LARGEST VALUES
8896162.02
1
<0.1%
8256168.63
1
<0.1%
7291789.2
1
<0.1%
5221403.61
1
<0.1%
4932949.84
1
<0.1%
4897042.17
1
<0.1%
4085152.7
1
<0.1%
3921978.29
1
<0.1%
3626118.53
1
<0.1%
3240131.28
1
<0.1%
2785210.24
1
<0.1%
2711796.09
1
<0.1%
2655932.71
1
<0.1%
2395847.41
1
<0.1%
2240332.28
1
<0.1%
mdescubierto_preacordado
MISSING:
---
TOP CATEGORIES
1.17
6,318
80%
0.0
1,612
20%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mdescubierto_preacordado
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
ctarjeta_visa
0.28
ctarjeta_master
0.19
Master_status
0.13
Visa_status
0.13
mpayroll2
0.11
cpayroll2_trx
0.07
ccheques_depositados_rechazados
0.05
cprestamos_hipotecarios
0.04
thomebanking
0.03
Visa_cadelantosefectivo
0.03
Master_cadelantosefectivo
0.02

THESE FEATURES
GIVE INFORMATION
ON mdescubierto_preacordado:
ctarjeta_visa
0.35
ctarjeta_master
0.26
Visa_status
0.08
Master_status
0.07
thomebanking
0.04
active_quarter
0.01
cforex
0.01
internet
0.01
cforex_sell
0.01
ccomisiones_mantenimiento
0.01
cplazo_fijo
0.01
ctarjeta_debito
0.01
ccajas_transacciones
0.00
tmobile_app
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mdescubierto_preacordado
CORRELATION RATIO WITH...
cproductos
0.38
Master_Fvencimiento
0.31
Visa_fechaalta
0.27
mcuenta_corriente
0.26
Master_fechaalta
0.22
Visa_mfinanciacion_limite
0.21
Visa_mlimitecompra
0.19
foto_mes
0.19
Master_mfinanciacion_limite
0.18
mcuentas_saldo
0.16
Master_mlimitecompra
0.16
ctarjeta_visa_transacciones
0.15
Visa_cconsumos
0.15
mprestamos_personales
0.15
mcuentas_saldo
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcaja_ahorro_dolares
0.70
mcuenta_corriente
0.51
mcaja_ahorro
0.29
mpasivos_margen
0.28
Visa_Finiciomora
-0.25
cproductos
0.11
ctrx_quarter
0.10
ctarjeta_debito_transacciones
0.10
mautoservicio
0.10
chomebanking_transacciones
0.09
mrentabilidad
0.09
Visa_mfinanciacion_limite
0.09
Visa_mpagospesos
-0.08
foto_mes
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cprestamos_prendarios
0.16
mdescubierto_preacordado
0.16
Visa_status
0.15
ctarjeta_visa
0.14
Master_status
0.13
ccheques_depositados
0.13
ctarjeta_master
0.12
thomebanking
0.10
ccuenta_corriente
0.09
cliente_vip
0.09
cpagodeservicios
0.09
ccaja_ahorro
0.08
ccaja_seguridad
0.08
cplazo_fijo
0.08
MOST FREQUENT VALUES
0.0
1,033
13.0%
-1657.24
13
0.2%
-2341.08
11
0.1%
0.03
5
<0.1%
0.01
4
<0.1%
-3188.54
4
<0.1%
117.0
4
<0.1%
0.8
3
<0.1%
0.04
3
<0.1%
-828.61
3
<0.1%
0.02
3
<0.1%
0.09
3
<0.1%
-1459.5
3
<0.1%
-1412.0
2
<0.1%
-5017.89
2
<0.1%
SMALLEST VALUES
-4286510.8
1
<0.1%
-3245564.02
1
<0.1%
-2739780.01
1
<0.1%
-2241885.07
1
<0.1%
-2208065.73
1
<0.1%
-1908856.6
1
<0.1%
-1781397.24
1
<0.1%
-1731323.18
1
<0.1%
-1724520.17
1
<0.1%
-1642711.41
1
<0.1%
-1582044.66
1
<0.1%
-1553290.5
1
<0.1%
-1511059.18
1
<0.1%
-1490968.29
1
<0.1%
-1483433.12
1
<0.1%
LARGEST VALUES
8917034.46
1
<0.1%
7904250.2
1
<0.1%
5274431.99
1
<0.1%
5237887.88
1
<0.1%
4983379.42
1
<0.1%
4953808.74
1
<0.1%
4159850.84
1
<0.1%
3973054.57
1
<0.1%
3642134.85
1
<0.1%
3479696.74
1
<0.1%
2958335.33
1
<0.1%
2939310.21
1
<0.1%
2753751.49
1
<0.1%
2667049.64
1
<0.1%
2183793.44
1
<0.1%
ctarjeta_debito
MISSING:
---
TOP CATEGORIES
1
5,194
65%
2
2,102
27%
3
409
5%
4
126
2%
0
56
<1%
5
30
<1%
6
10
<1%
253
1
<1%
7
1
<1%
8
1
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_debito
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
mcuenta_corriente_adicional
0.37
Visa_madelantodolares
0.16
cliente_vip
0.12
mpayroll2
0.10
cpagodeservicios
0.10
ccuenta_corriente
0.08
cpayroll2_trx
0.06
Master_cadelantosefectivo
0.06
Master_madelantopesos
0.06
ccheques_depositados_rechazados
0.05
mplazo_fijo_pesos
0.04

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_debito:
ccomisiones_mantenimiento
0.01
ccaja_seguridad
0.00
cinversion2
0.00
tcuentas
0.00
ccheques_depositados
0.00
mdescubierto_preacordado
0.00
ctarjeta_visa
0.00
Master_status
0.00
cseguro_vivienda
0.00
ctarjeta_master
0.00
ccajas_depositos
0.00
cplazo_fijo
0.00
ccaja_ahorro
0.00
ctarjeta_visa_descuentos
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_debito
CORRELATION RATIO WITH...
mpagodeservicios
0.34
cliente_antiguedad
0.23
cliente_edad
0.21
Visa_fechaalta
0.19
numero_de_cliente
0.17
cproductos
0.17
ctransferencias_emitidas
0.14
Master_fechaalta
0.14
Visa_mfinanciacion_limite
0.12
Visa_mlimitecompra
0.12
ctransferencias_recibidas
0.12
Master_mlimitecompra
0.10
Master_mfinanciacion_limite
0.10
ctarjeta_visa_debitos_automaticos
0.10
ctarjeta_debito_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mautoservicio
0.68
ctrx_quarter
0.49
cextraccion_autoservicio
0.28
catm_trx_other
0.24
ctransferencias_emitidas
0.23
chomebanking_transacciones
0.23
ccomisiones_otras
0.22
catm_trx
0.22
mpasivos_margen
0.22
cpagomiscuentas
0.21
mcaja_ahorro
0.20
ccuenta_debitos_automaticos
0.19
cmobile_app_trx
0.19
ctransferencias_recibidas
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.33
ccajeros_propios_descuentos
0.22
ccheques_depositados
0.20
cforex_sell
0.18
thomebanking
0.17
cforex
0.17
tmobile_app
0.16
active_quarter
0.15
ccaja_ahorro
0.14
ccajas_extracciones
0.13
tpaquete4
0.12
tcallcenter
0.12
ccomisiones_mantenimiento
0.11
internet
0.11
MOST FREQUENT VALUES
0
6,786
85.6%
1
309
3.9%
2
138
1.7%
3
108
1.4%
4
97
1.2%
7
56
0.7%
5
56
0.7%
6
56
0.7%
8
44
0.6%
12
30
0.4%
9
29
0.4%
11
22
0.3%
10
20
0.3%
13
19
0.2%
15
17
0.2%
SMALLEST VALUES
0
6,786
85.6%
1
309
3.9%
2
138
1.7%
3
108
1.4%
4
97
1.2%
5
56
0.7%
6
56
0.7%
7
56
0.7%
8
44
0.6%
9
29
0.4%
10
20
0.3%
11
22
0.3%
12
30
0.4%
13
19
0.2%
14
12
0.2%
LARGEST VALUES
62
2
<0.1%
55
1
<0.1%
49
1
<0.1%
48
1
<0.1%
44
1
<0.1%
43
1
<0.1%
42
1
<0.1%
40
1
<0.1%
37
1
<0.1%
36
1
<0.1%
35
6
<0.1%
34
1
<0.1%
33
6
<0.1%
32
3
<0.1%
31
4
<0.1%
mautoservicio
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_debito_transacciones
0.68
ctrx_quarter
0.38
cextraccion_autoservicio
0.29
catm_trx
0.26
mpasivos_margen
0.22
mcaja_ahorro
0.19
mextraccion_autoservicio
0.19
ctransferencias_emitidas
0.19
catm_trx_other
0.19
matm
0.17
cpagomiscuentas
0.17
chomebanking_transacciones
0.17
ccomisiones_otras
0.17
Visa_Finiciomora
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.23
ccajas_extracciones
0.14
thomebanking
0.14
ccajeros_propios_descuentos
0.13
cforex_sell
0.13
ccheques_depositados
0.13
cpagodeservicios
0.12
cforex
0.12
ccaja_ahorro
0.12
tpaquete4
0.11
active_quarter
0.11
tmobile_app
0.11
cplazo_fijo
0.10
ccajas_transacciones
0.09
MOST FREQUENT VALUES
0.0
6,786
85.6%
1755.0
6
<0.1%
468.0
6
<0.1%
936.0
5
<0.1%
1053.0
4
<0.1%
520.65
4
<0.1%
5850.0
4
<0.1%
452.79
4
<0.1%
2340.0
4
<0.1%
234.0
3
<0.1%
585.0
3
<0.1%
1170.0
3
<0.1%
643.5
3
<0.1%
58.5
3
<0.1%
3510.0
3
<0.1%
SMALLEST VALUES
0.0
6,786
85.6%
0.03
1
<0.1%
2.92
1
<0.1%
5.46
1
<0.1%
11.7
1
<0.1%
13.73
1
<0.1%
26.91
1
<0.1%
33.05
1
<0.1%
33.16
1
<0.1%
35.15
1
<0.1%
39.81
1
<0.1%
51.46
1
<0.1%
58.5
3
<0.1%
74.88
1
<0.1%
88.55
1
<0.1%
LARGEST VALUES
394875.0
1
<0.1%
184850.3
1
<0.1%
157559.22
1
<0.1%
129492.48
1
<0.1%
129438.32
1
<0.1%
124241.25
1
<0.1%
121826.63
1
<0.1%
112210.28
1
<0.1%
112099.49
1
<0.1%
111128.94
1
<0.1%
103558.33
1
<0.1%
98794.8
1
<0.1%
93193.1
1
<0.1%
93089.54
1
<0.1%
90422.42
1
<0.1%
ctarjeta_visa
MISSING:
---
TOP CATEGORIES
1
5,670
72%
0
2,205
28%
2
55
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_visa
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
ctarjeta_master
0.42
mdescubierto_preacordado
0.35
Visa_status
0.27
Master_status
0.23
mpayroll2
0.10
Visa_madelantodolares
0.07
cpayroll2_trx
0.05
Visa_cadelantosefectivo
0.05
ctarjeta_visa_descuentos
0.05
cpagodeservicios
0.04
cprestamos_hipotecarios
0.04

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_visa:
ctarjeta_master
0.46
mdescubierto_preacordado
0.28
Visa_status
0.14
Master_status
0.10
thomebanking
0.03
internet
0.01
cforex
0.01
cforex_sell
0.01
active_quarter
0.01
ccomisiones_mantenimiento
0.00
ctarjeta_visa_descuentos
0.00
ctarjeta_debito
0.00
tmobile_app
0.00
cplazo_fijo
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
CORRELATION RATIO WITH...
cproductos
0.55
Visa_Fvencimiento
0.51
Master_Fvencimiento
0.45
Visa_fechaalta
0.41
Visa_mfinanciacion_limite
0.32
Master_fechaalta
0.30
Visa_mlimitecompra
0.30
Master_mfinanciacion_limite
0.24
ctarjeta_visa_transacciones
0.23
mcuenta_corriente
0.23
Master_mlimitecompra
0.23
Visa_cconsumos
0.22
ctarjeta_visa_debitos_automaticos
0.20
ctrx_quarter
0.16
ctarjeta_visa_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_cconsumos
0.74
mtarjeta_visa_consumo
0.70
ctarjeta_visa_debitos_automaticos
0.52
Visa_mpagospesos
-0.51
ctrx_quarter
0.49
Visa_mconsumospesos
0.44
Visa_mconsumototal
0.44
mttarjeta_visa_debitos_automaticos
0.42
ctarjeta_master_transacciones
0.38
chomebanking_transacciones
0.30
Visa_Finiciomora
-0.28
ccomisiones_otras
0.28
cproductos
0.26
Visa_msaldototal
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
thomebanking
0.23
ctarjeta_visa
0.23
ctarjeta_visa_descuentos
0.22
active_quarter
0.22
ctarjeta_master
0.20
tmobile_app
0.17
cpayroll_trx
0.16
internet
0.16
mdescubierto_preacordado
0.15
ccajas_extracciones
0.14
tcallcenter
0.13
ccajas_transacciones
0.12
ccajas_depositos
0.12
ccheques_depositados
0.11
MOST FREQUENT VALUES
0
5,257
66.3%
1
639
8.1%
2
403
5.1%
3
264
3.3%
4
210
2.6%
5
165
2.1%
6
126
1.6%
7
92
1.2%
8
85
1.1%
10
81
1.0%
9
62
0.8%
11
53
0.7%
13
52
0.7%
12
44
0.6%
14
40
0.5%
SMALLEST VALUES
0
5,257
66.3%
1
639
8.1%
2
403
5.1%
3
264
3.3%
4
210
2.6%
5
165
2.1%
6
126
1.6%
7
92
1.2%
8
85
1.1%
9
62
0.8%
10
81
1.0%
11
53
0.7%
12
44
0.6%
13
52
0.7%
14
40
0.5%
LARGEST VALUES
125
1
<0.1%
109
1
<0.1%
98
1
<0.1%
87
1
<0.1%
76
1
<0.1%
70
1
<0.1%
62
1
<0.1%
60
1
<0.1%
59
1
<0.1%
56
3
<0.1%
55
1
<0.1%
54
2
<0.1%
53
2
<0.1%
52
1
<0.1%
51
2
<0.1%
mtarjeta_visa_consumo
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumospesos
0.84
Visa_mconsumototal
0.84
ctarjeta_visa_transacciones
0.70
Visa_mpagospesos
-0.59
Visa_cconsumos
0.57
mttarjeta_visa_debitos_automaticos
0.44
ctrx_quarter
0.39
Visa_mconsumosdolares
0.39
ctarjeta_visa_debitos_automaticos
0.38
Visa_mpagado
0.35
Visa_msaldodolares
0.33
Visa_msaldototal
0.32
ctarjeta_master_transacciones
0.31
mtarjeta_master_consumo
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa_descuentos
0.21
ccajas_depositos
0.19
thomebanking
0.18
ctarjeta_visa
0.16
ccaja_seguridad
0.15
active_quarter
0.15
ctarjeta_master
0.15
tmobile_app
0.13
cseguro_auto
0.13
cpayroll_trx
0.12
ccheques_depositados
0.12
ccajas_transacciones
0.10
ccajas_extracciones
0.10
mdescubierto_preacordado
0.10
MOST FREQUENT VALUES
0.0
5,257
66.3%
452.79
14
0.2%
162.63
13
0.2%
520.65
9
0.1%
115.83
7
<0.1%
431.73
7
<0.1%
348.66
6
<0.1%
31.39
6
<0.1%
31.69
5
<0.1%
702.0
5
<0.1%
373.23
5
<0.1%
279.63
5
<0.1%
525.33
4
<0.1%
106.99
3
<0.1%
526.5
3
<0.1%
SMALLEST VALUES
0.0
5,257
66.3%
11.54
1
<0.1%
16.38
1
<0.1%
20.31
1
<0.1%
30.29
1
<0.1%
31.39
6
<0.1%
31.57
1
<0.1%
31.64
1
<0.1%
31.69
5
<0.1%
31.77
1
<0.1%
31.82
2
<0.1%
32.06
1
<0.1%
34.1
1
<0.1%
38.32
1
<0.1%
52.27
1
<0.1%
LARGEST VALUES
577661.94
1
<0.1%
429507.64
1
<0.1%
400619.09
1
<0.1%
398089.46
1
<0.1%
372273.44
1
<0.1%
343936.07
1
<0.1%
337510.98
1
<0.1%
250493.77
1
<0.1%
240171.59
1
<0.1%
234943.62
1
<0.1%
226268.0
1
<0.1%
218540.41
1
<0.1%
210996.8
1
<0.1%
210861.83
1
<0.1%
205113.15
1
<0.1%
ctarjeta_master
MISSING:
---
TOP CATEGORIES
1
5,057
64%
0
2,843
36%
2
30
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_master
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
ctarjeta_visa
0.46
mdescubierto_preacordado
0.26
Master_status
0.22
Visa_status
0.16
mpayroll2
0.08
Master_madelantopesos
0.08
Master_cadelantosefectivo
0.07
Visa_madelantodolares
0.06
mplazo_fijo_pesos
0.05
Visa_cadelantosefectivo
0.05
mcuenta_corriente_adicional
0.05

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_master:
ctarjeta_visa
0.42
mdescubierto_preacordado
0.19
Master_status
0.09
Visa_status
0.08
thomebanking
0.02
cforex
0.01
internet
0.01
cforex_sell
0.01
tmobile_app
0.01
cplazo_fijo
0.01
active_quarter
0.00
cpayroll_trx
0.00
ctarjeta_debito
0.00
cseguro_accidentes_personales
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master
CORRELATION RATIO WITH...
Master_Fvencimiento
0.66
cproductos
0.53
Master_fechaalta
0.47
Visa_fechaalta
0.34
Master_mfinanciacion_limite
0.33
Master_mlimitecompra
0.32
Visa_mfinanciacion_limite
0.27
Visa_mlimitecompra
0.25
ctarjeta_visa_transacciones
0.20
mcuenta_corriente
0.19
Visa_cconsumos
0.18
ctarjeta_visa_debitos_automaticos
0.16
mprestamos_personales
0.16
foto_mes
0.15
ctarjeta_master_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_cconsumos
0.74
ctarjeta_master_descuentos
0.43
mtarjeta_master_consumo
0.42
ctarjeta_visa_transacciones
0.38
ctarjeta_master_debitos_automaticos
0.37
ctrx_quarter
0.32
mtarjeta_visa_consumo
0.31
Master_mconsumospesos
0.27
Master_mconsumototal
0.27
Master_mpagospesos
-0.26
mttarjeta_master_debitos_automaticos
0.22
chomebanking_transacciones
0.22
Visa_cconsumos
0.21
Master_msaldototal
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.13
ctarjeta_visa_descuentos
0.13
Visa_cadelantosefectivo
0.13
ctarjeta_master
0.13
tmobile_app
0.13
thomebanking
0.12
cseguro_accidentes_personales
0.11
Master_madelantopesos
0.11
internet
0.10
active_quarter
0.10
tcallcenter
0.09
ctarjeta_visa
0.09
Master_cadelantosefectivo
0.09
Master_delinquency
0.08
MOST FREQUENT VALUES
0
7,226
91.1%
1
280
3.5%
2
139
1.8%
3
64
0.8%
4
49
0.6%
5
32
0.4%
6
23
0.3%
7
20
0.3%
11
18
0.2%
8
13
0.2%
9
9
0.1%
10
7
<0.1%
14
6
<0.1%
13
6
<0.1%
17
5
<0.1%
SMALLEST VALUES
0
7,226
91.1%
1
280
3.5%
2
139
1.8%
3
64
0.8%
4
49
0.6%
5
32
0.4%
6
23
0.3%
7
20
0.3%
8
13
0.2%
9
9
0.1%
10
7
<0.1%
11
18
0.2%
12
1
<0.1%
13
6
<0.1%
14
6
<0.1%
LARGEST VALUES
84
1
<0.1%
48
1
<0.1%
46
1
<0.1%
42
1
<0.1%
37
1
<0.1%
33
1
<0.1%
31
2
<0.1%
27
2
<0.1%
26
1
<0.1%
24
3
<0.1%
23
2
<0.1%
22
1
<0.1%
21
3
<0.1%
20
1
<0.1%
19
1
<0.1%
mtarjeta_master_consumo
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumospesos
0.91
Master_mconsumototal
0.91
Master_mpagospesos
-0.47
ctarjeta_master_descuentos
0.42
ctarjeta_master_transacciones
0.42
Master_msaldototal
0.41
Master_msaldopesos
0.39
mtarjeta_visa_consumo
0.29
Master_cconsumos
0.28
Visa_mpagospesos
-0.26
Visa_mpagado
0.25
ctrx_quarter
0.22
Master_msaldodolares
0.21
ctarjeta_visa_transacciones
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_depositos
0.27
ccheques_depositados
0.09
tmobile_app
0.08
ccajas_transacciones
0.07
cseguro_accidentes_personales
0.07
cseguro_auto
0.07
thomebanking
0.06
ctarjeta_master
0.06
tcallcenter
0.06
Visa_cadelantosefectivo
0.05
ccomisiones_mantenimiento
0.05
ccaja_seguridad
0.05
cplazo_fijo
0.05
ctarjeta_visa
0.05
MOST FREQUENT VALUES
0.0
7,226
91.1%
452.79
16
0.2%
348.66
11
0.1%
520.65
9
0.1%
556.93
5
<0.1%
556.94
5
<0.1%
1170.0
3
<0.1%
94.16
2
<0.1%
877.5
2
<0.1%
86.38
2
<0.1%
1760.85
2
<0.1%
4704.57
2
<0.1%
83.76
2
<0.1%
234.0
2
<0.1%
677.69
2
<0.1%
SMALLEST VALUES
0.0
7,226
91.1%
31.39
1
<0.1%
31.69
1
<0.1%
52.27
1
<0.1%
61.65
1
<0.1%
68.88
1
<0.1%
69.91
1
<0.1%
72.06
2
<0.1%
74.68
1
<0.1%
80.99
1
<0.1%
83.76
2
<0.1%
85.24
1
<0.1%
86.38
2
<0.1%
91.28
1
<0.1%
94.16
2
<0.1%
LARGEST VALUES
716391.9
1
<0.1%
704504.64
1
<0.1%
200712.33
1
<0.1%
200355.33
1
<0.1%
186356.33
1
<0.1%
170801.81
1
<0.1%
159382.53
1
<0.1%
141028.96
1
<0.1%
138597.2
1
<0.1%
110703.01
1
<0.1%
98509.32
1
<0.1%
87879.22
1
<0.1%
83522.35
1
<0.1%
75038.53
1
<0.1%
74612.76
1
<0.1%
cprestamos_personales
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mprestamos_personales
0.39
Master_msaldopesos
0.22
Master_msaldototal
0.22
Master_mpagominimo
0.21
Visa_msaldopesos
0.16
Visa_msaldototal
0.15
Visa_mpagominimo
0.13
mactivos_margen
0.11
mrentabilidad_annual
0.10
ctrx_quarter
0.10
cproductos
0.10
Master_Finiciomora
0.08
cmobile_app_trx
0.08
Master_cconsumos
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
internet
0.15
ctarjeta_master
0.14
Visa_delinquency
0.13
Master_status
0.12
ctarjeta_visa
0.12
Visa_status
0.12
Master_delinquency
0.11
cpayroll_trx
0.09
cprestamos_prendarios
0.09
cseguro_accidentes_personales
0.09
cseguro_vida
0.08
tpaquete3
0.08
Master_madelantopesos
0.07
Master_cadelantosefectivo
0.07
MOST FREQUENT VALUES
0
6,708
84.6%
1
718
9.1%
2
204
2.6%
3
83
1.0%
4
57
0.7%
5
37
0.5%
6
30
0.4%
7
21
0.3%
8
17
0.2%
9
12
0.2%
12
8
0.1%
10
5
<0.1%
16
4
<0.1%
14
3
<0.1%
22
2
<0.1%
SMALLEST VALUES
0
6,708
84.6%
1
718
9.1%
2
204
2.6%
3
83
1.0%
4
57
0.7%
5
37
0.5%
6
30
0.4%
7
21
0.3%
8
17
0.2%
9
12
0.2%
10
5
<0.1%
11
1
<0.1%
12
8
0.1%
13
2
<0.1%
14
3
<0.1%
LARGEST VALUES
89
1
<0.1%
32
2
<0.1%
29
2
<0.1%
28
1
<0.1%
25
1
<0.1%
24
2
<0.1%
22
2
<0.1%
20
2
<0.1%
19
2
<0.1%
18
2
<0.1%
17
1
<0.1%
16
4
<0.1%
15
2
<0.1%
14
3
<0.1%
13
2
<0.1%
mprestamos_personales
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cprestamos_personales
0.39
Master_msaldopesos
0.29
Master_msaldototal
0.29
Visa_msaldopesos
0.28
Visa_msaldototal
0.28
Master_mpagominimo
0.26
Visa_mpagominimo
0.24
ccajas_consultas
0.19
Visa_Finiciomora
0.18
mrentabilidad_annual
0.17
foto_mes
-0.14
mactivos_margen
0.12
ctrx_quarter
0.12
cmobile_app_trx
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
0.16
ctarjeta_master
0.16
tpaquete3
0.15
mdescubierto_preacordado
0.15
Visa_status
0.14
cprestamos_hipotecarios
0.14
Master_status
0.13
Visa_delinquency
0.13
cprestamos_prendarios
0.13
ccaja_ahorro
0.12
ccheques_depositados
0.12
Master_delinquency
0.11
cpayroll_trx
0.11
cseguro_vida
0.10
MOST FREQUENT VALUES
0.0
6,708
84.6%
4824.03
4
<0.1%
14289.04
3
<0.1%
7235.7
3
<0.1%
13950.57
3
<0.1%
11431.23
3
<0.1%
3376.88
2
<0.1%
29391.34
2
<0.1%
2823.75
2
<0.1%
11287.65
2
<0.1%
4762.84
2
<0.1%
10750.26
2
<0.1%
9526.25
2
<0.1%
137252.44
2
<0.1%
6668.43
2
<0.1%
SMALLEST VALUES
0.0
6,708
84.6%
410.43
1
<0.1%
761.93
1
<0.1%
767.27
1
<0.1%
827.92
1
<0.1%
906.09
1
<0.1%
964.52
1
<0.1%
1000.91
1
<0.1%
1009.82
1
<0.1%
1064.18
1
<0.1%
1164.29
1
<0.1%
1165.29
1
<0.1%
1206.19
1
<0.1%
1321.46
1
<0.1%
1377.0
1
<0.1%
LARGEST VALUES
1462500.0
1
<0.1%
1443236.68
1
<0.1%
1357093.36
1
<0.1%
1215321.68
1
<0.1%
1215252.33
1
<0.1%
1170000.0
1
<0.1%
842957.15
1
<0.1%
832726.79
1
<0.1%
797120.09
1
<0.1%
786057.67
1
<0.1%
757956.45
1
<0.1%
685804.47
1
<0.1%
658169.24
1
<0.1%
647167.76
1
<0.1%
636616.71
1
<0.1%
cprestamos_prendarios
MISSING:
---
TOP CATEGORIES
0
7,852
>99%
1
58
<1%
2
10
<1%
4
5
<1%
3
3
<1%
6
2
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cprestamos_prendarios
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
cprestamos_hipotecarios
0.20
tpaquete3
0.04
Visa_cadelantosefectivo
0.02
ccuenta_corriente
0.01
ccaja_ahorro
0.01
ccheques_depositados
0.01
Visa_status
0.01
Master_status
0.00
Master_delinquency
0.00
ccajas_depositos
0.00
ctarjeta_master
0.00

THESE FEATURES
GIVE INFORMATION
ON cprestamos_prendarios:
cprestamos_hipotecarios
0.08
tpaquete3
0.06
ccaja_ahorro
0.05
Visa_status
0.03
ctarjeta_master
0.03
Master_status
0.02
mdescubierto_preacordado
0.02
ctarjeta_visa
0.02
ctarjeta_debito
0.02
ccomisiones_mantenimiento
0.02
active_quarter
0.01
tmobile_app
0.01
internet
0.01
cseguro_vivienda
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cprestamos_prendarios
CORRELATION RATIO WITH...
mprestamos_prendarios
0.58
mcuenta_corriente
0.27
mcuentas_saldo
0.16
mprestamos_personales
0.13
mactivos_margen
0.12
mtransferencias_recibidas
0.11
mrentabilidad_annual
0.10
mrentabilidad
0.10
cprestamos_personales
0.09
cproductos
0.09
mcomisiones
0.09
mcomisiones_otras
0.09
mprestamos_hipotecarios
0.06
numero_de_cliente
0.05
mprestamos_prendarios
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcaja_ahorro
0.13
Visa_Finiciomora
0.12
mpasivos_margen
0.11
mrentabilidad_annual
0.11
mrentabilidad
0.09
mcuenta_corriente
-0.09
mtransferencias_recibidas
0.08
mactivos_margen
0.06
Master_Finiciomora
-0.06
mprestamos_personales
0.06
matm
0.05
mcuentas_saldo
-0.05
cproductos
0.05
mextraccion_autoservicio
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cprestamos_prendarios
0.58
cprestamos_hipotecarios
0.21
tpaquete3
0.07
ccaja_ahorro
0.05
cseguro_vida
0.04
ctarjeta_debito
0.04
tmobile_app
0.03
Visa_status
0.03
ccomisiones_mantenimiento
0.03
ctarjeta_master
0.02
Master_status
0.02
mdescubierto_preacordado
0.02
ctarjeta_visa
0.02
Master_delinquency
0.02
MOST FREQUENT VALUES
0.0
7,851
99.0%
380836.81
1
<0.1%
353397.37
1
<0.1%
46536.2
1
<0.1%
219325.67
1
<0.1%
16418.03
1
<0.1%
15858.97
1
<0.1%
94112.57
1
<0.1%
304181.93
1
<0.1%
170723.8
1
<0.1%
4230.46
1
<0.1%
149393.2
1
<0.1%
749810.33
1
<0.1%
8323.62
1
<0.1%
20543.83
1
<0.1%
SMALLEST VALUES
0.0
7,851
99.0%
2680.76
1
<0.1%
4230.46
1
<0.1%
7236.39
1
<0.1%
7564.26
1
<0.1%
8323.62
1
<0.1%
8554.63
1
<0.1%
9450.54
1
<0.1%
10156.06
1
<0.1%
10724.29
1
<0.1%
11433.38
1
<0.1%
12145.52
1
<0.1%
12711.78
1
<0.1%
13974.66
1
<0.1%
15858.97
1
<0.1%
LARGEST VALUES
2658787.41
1
<0.1%
912650.22
1
<0.1%
786057.67
1
<0.1%
749810.33
1
<0.1%
744105.94
1
<0.1%
641942.07
1
<0.1%
535103.54
1
<0.1%
533856.63
1
<0.1%
526202.58
1
<0.1%
524184.76
1
<0.1%
505128.17
1
<0.1%
473203.07
1
<0.1%
470231.56
1
<0.1%
454823.69
1
<0.1%
440172.54
1
<0.1%
cprestamos_hipotecarios
MISSING:
---
TOP CATEGORIES
0
7,901
>99%
1
23
<1%
4
3
<1%
2
2
<1%
3
1
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cprestamos_hipotecarios
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
mplazo_fijo_pesos
0.10
cprestamos_prendarios
0.08
Visa_status
0.01
ccajeros_propios_descuentos
0.01
Master_status
0.01
cinversion1
0.00
cpayroll_trx
0.00
tpaquete3
0.00
cplazo_fijo
0.00
ccaja_ahorro
0.00
tpaquete4
0.00

THESE FEATURES
GIVE INFORMATION
ON cprestamos_hipotecarios:
cprestamos_prendarios
0.20
Visa_status
0.10
Master_status
0.06
cpayroll_trx
0.04
ctarjeta_visa
0.04
ctarjeta_debito
0.04
mdescubierto_preacordado
0.04
active_quarter
0.03
mplazo_fijo_pesos
0.03
ccaja_ahorro
0.03
ctarjeta_master
0.03
cseguro_vivienda
0.02
thomebanking
0.02
internet
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cprestamos_hipotecarios
CORRELATION RATIO WITH...
mprestamos_hipotecarios
0.50
mprestamos_prendarios
0.21
mprestamos_personales
0.14
mrentabilidad_annual
0.05
cprestamos_personales
0.05
mactivos_margen
0.05
cmobile_app_trx
0.04
catm_trx_other
0.04
Master_fechaalta
0.04
numero_de_cliente
0.04
cliente_antiguedad
0.04
cproductos
0.04
ctrx_quarter
0.03
ccomisiones_otras
0.03
mprestamos_hipotecarios
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mrentabilidad_annual
0.11
mcuenta_corriente
-0.11
mactivos_margen
0.06
mcuentas_saldo
-0.05
cmobile_app_trx
0.04
catm_trx_other
0.04
mrentabilidad
0.04
ctarjeta_debito_transacciones
0.03
cextraccion_autoservicio
0.03
Visa_Finiciomora
0.03
matm_other
0.02
foto_mes
-0.02
mprestamos_prendarios
0.02
ctransferencias_recibidas
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cprestamos_hipotecarios
0.50
cpayroll_trx
0.07
cprestamos_prendarios
0.06
tpaquete4
0.05
cseguro_vivienda
0.04
Master_status
0.04
ccaja_ahorro
0.03
Visa_status
0.03
mdescubierto_preacordado
0.03
ctarjeta_debito
0.03
ccajas_depositos
0.03
ccomisiones_mantenimiento
0.02
ctarjeta_visa
0.02
ctarjeta_master
0.02
MOST FREQUENT VALUES
0.0
7,901
99.6%
380836.81
1
<0.1%
12145.52
1
<0.1%
134662.95
1
<0.1%
7564.26
1
<0.1%
786057.67
1
<0.1%
154343.74
1
<0.1%
7340262.95
1
<0.1%
3590635.62
1
<0.1%
1961392.7
1
<0.1%
133759.09
1
<0.1%
39282.7
1
<0.1%
204463.43
1
<0.1%
4167.65
1
<0.1%
255150.39
1
<0.1%
SMALLEST VALUES
0.0
7,901
99.6%
1655.53
1
<0.1%
4167.65
1
<0.1%
7082.01
1
<0.1%
7564.26
1
<0.1%
12145.52
1
<0.1%
12711.78
1
<0.1%
18264.78
1
<0.1%
20543.83
1
<0.1%
37804.29
1
<0.1%
39282.7
1
<0.1%
63253.46
1
<0.1%
67581.27
1
<0.1%
108620.19
1
<0.1%
133759.09
1
<0.1%
LARGEST VALUES
7340262.95
1
<0.1%
3590635.62
1
<0.1%
3357719.74
1
<0.1%
3323160.47
1
<0.1%
1961392.7
1
<0.1%
1698901.68
1
<0.1%
786057.67
1
<0.1%
681991.19
1
<0.1%
380836.81
1
<0.1%
255150.39
1
<0.1%
204463.43
1
<0.1%
171468.61
1
<0.1%
163475.5
1
<0.1%
154343.74
1
<0.1%
134662.95
1
<0.1%
cplazo_fijo
MISSING:
---
TOP CATEGORIES
0
7,729
97%
1
162
2%
2
20
<1%
3
13
<1%
10
2
<1%
6
2
<1%
4
1
<1%
5
1
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cplazo_fijo
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
mplazo_fijo_pesos
0.50
Visa_madelantodolares
0.13
cliente_vip
0.06
Master_cadelantosefectivo
0.05
Master_madelantopesos
0.05
cinversion1
0.03
cinversion2
0.03
Visa_cadelantosefectivo
0.03
cforex_sell
0.02
ccuenta_corriente
0.02
cforex
0.02

THESE FEATURES
GIVE INFORMATION
ON cplazo_fijo:
cforex_sell
0.03
cforex
0.03
thomebanking
0.03
mplazo_fijo_pesos
0.03
ctarjeta_master
0.03
ccomisiones_mantenimiento
0.02
cinversion2
0.02
mdescubierto_preacordado
0.02
active_quarter
0.02
ctarjeta_visa
0.02
cinversion1
0.02
ctarjeta_debito
0.02
ccajas_extracciones
0.01
ccaja_ahorro
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cplazo_fijo
CORRELATION RATIO WITH...
mplazo_fijo_dolares
0.32
minversion2
0.26
minversion1_pesos
0.24
cproductos
0.18
chomebanking_transacciones
0.16
minversion1_dolares
0.14
cmobile_app_trx
0.13
mcaja_ahorro_adicional
0.13
ctrx_quarter
0.13
mpasivos_margen
0.13
mcaja_ahorro
0.12
mrentabilidad_annual
0.12
ccomisiones_otras
0.12
mforex_sell
0.12
mplazo_fijo_dolares
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
minversion1_dolares
0.58
mrentabilidad_annual
0.07
cproductos
0.06
mcaja_ahorro
0.04
cliente_edad
0.04
mcuentas_saldo
0.04
cliente_antiguedad
0.04
Visa_mfinanciacion_limite
0.03
Visa_mlimitecompra
0.03
Master_mlimitecompra
0.03
Master_mfinanciacion_limite
0.03
ctarjeta_visa_debitos_automaticos
0.03
Visa_Finiciomora
0.03
catm_trx
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cplazo_fijo
0.32
cliente_vip
0.24
ccuenta_corriente
0.22
cinversion1
0.12
cinversion2
0.12
ctarjeta_debito
0.08
Visa_status
0.07
ccaja_ahorro
0.06
Visa_delinquency
0.04
cforex_sell
0.02
cforex
0.02
ctarjeta_master
0.02
ccomisiones_mantenimiento
0.02
ctarjeta_visa_descuentos
0.02
MOST FREQUENT VALUES
0.0
7,733
97.5%
117000.0
8
0.1%
175500.0
5
<0.1%
163800.0
4
<0.1%
351000.0
4
<0.1%
111150.0
4
<0.1%
210600.0
3
<0.1%
58500.0
3
<0.1%
46800.0
2
<0.1%
702000.0
2
<0.1%
76050.0
2
<0.1%
17550.0
2
<0.1%
23400.0
2
<0.1%
280800.0
2
<0.1%
1170000.0
2
<0.1%
SMALLEST VALUES
0.0
7,733
97.5%
668.32
1
<0.1%
702.0
1
<0.1%
894.54
1
<0.1%
1170.0
2
<0.1%
1697.93
1
<0.1%
1957.86
1
<0.1%
2340.0
2
<0.1%
2808.0
1
<0.1%
2925.0
1
<0.1%
3276.0
1
<0.1%
5850.0
1
<0.1%
8424.0
1
<0.1%
11053.73
1
<0.1%
12870.0
1
<0.1%
LARGEST VALUES
33126210.0
1
<0.1%
7704450.0
1
<0.1%
3510000.0
2
<0.1%
2808000.0
1
<0.1%
2503800.0
1
<0.1%
2394379.0
1
<0.1%
2340000.0
1
<0.1%
2047500.0
1
<0.1%
1872000.0
1
<0.1%
1404000.0
1
<0.1%
1304789.63
1
<0.1%
1252672.45
1
<0.1%
1193400.0
1
<0.1%
1170000.0
2
<0.1%
1053000.0
2
<0.1%
mplazo_fijo_pesos
MISSING:
---
TOP CATEGORIES
0.0
7,924
>99%
3624099.96
1
<1%
160533.55
1
<1%
1212274.84
1
<1%
46919.73
1
<1%
475703.64
1
<1%
240638.83
1
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mplazo_fijo_pesos
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
cplazo_fijo
0.03
cprestamos_hipotecarios
0.03
cinversion2
0.01
cforex_sell
0.00
cforex
0.00
cseguro_vivienda
0.00
cseguro_vida
0.00
ccaja_ahorro
0.00
tmobile_app
0.00
thomebanking
0.00
internet
0.00

THESE FEATURES
GIVE INFORMATION
ON mplazo_fijo_pesos:
cplazo_fijo
0.50
cinversion2
0.14
cseguro_vivienda
0.11
cforex_sell
0.11
cforex
0.11
cprestamos_hipotecarios
0.10
tmobile_app
0.08
thomebanking
0.08
internet
0.07
ccomisiones_mantenimiento
0.07
ccaja_ahorro
0.06
ctarjeta_master
0.05
cseguro_vida
0.05
ctarjeta_debito
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mplazo_fijo_pesos
CORRELATION RATIO WITH...
mforex_sell
0.08
ctarjeta_debito_transacciones
0.06
mpasivos_margen
0.06
cproductos
0.05
Master_fechaalta
0.05
Visa_fechaalta
0.05
ccuenta_debitos_automaticos
0.04
minversion2
0.04
cliente_antiguedad
0.04
Master_mpagospesos
0.04
Master_cconsumos
0.03
mrentabilidad_annual
0.03
cliente_edad
0.03
mcomisiones_mantenimiento
0.03
cinversion1
MISSING:
---
TOP CATEGORIES
0
7,843
99%
1
68
<1%
2
15
<1%
3
4
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cinversion1
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
cinversion2
0.02
cplazo_fijo
0.02
cprestamos_hipotecarios
0.01
cliente_vip
0.01
ccuenta_corriente
0.01
cforex_sell
0.01
cforex
0.01
ccaja_seguridad
0.01
tpaquete4
0.00
ccajas_depositos
0.00
Master_delinquency
0.00

THESE FEATURES
GIVE INFORMATION
ON cinversion1:
cinversion2
0.03
cplazo_fijo
0.03
cforex
0.02
cforex_sell
0.02
ctarjeta_debito
0.01
ctarjeta_visa
0.01
ccaja_seguridad
0.01
thomebanking
0.01
cpayroll_trx
0.01
ccomisiones_mantenimiento
0.01
active_quarter
0.01
ccaja_ahorro
0.01
cseguro_vivienda
0.01
Master_status
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion1
CORRELATION RATIO WITH...
minversion1_pesos
0.52
ccomisiones_otras
0.34
minversion1_dolares
0.26
mcuenta_debitos_automaticos
0.25
mpagomiscuentas
0.23
mplazo_fijo_dolares
0.12
cproductos
0.12
chomebanking_transacciones
0.08
minversion2
0.08
ctransferencias_emitidas
0.07
Visa_mfinanciacion_limite
0.07
Visa_mlimitecompra
0.07
mforex_sell
0.06
cmobile_app_trx
0.06
minversion1_pesos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ccomisiones_otras
0.39
mcuenta_debitos_automaticos
0.14
mpagomiscuentas
0.12
mttarjeta_visa_debitos_automaticos
0.11
Master_mconsumospesos
0.10
Master_mconsumototal
0.10
Visa_mconsumospesos
0.08
Visa_mconsumototal
0.08
Visa_mpagospesos
-0.08
mtransferencias_recibidas
0.07
Visa_mfinanciacion_limite
0.07
Visa_mlimitecompra
0.07
mtarjeta_visa_consumo
0.07
Master_mfinanciacion_limite
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion1
0.52
cplazo_fijo
0.24
ccaja_seguridad
0.17
cforex_sell
0.05
cforex
0.04
ccajas_depositos
0.04
cinversion2
0.04
ccajas_transacciones
0.03
cpayroll_trx
0.02
tpaquete4
0.02
ccaja_ahorro
0.01
cseguro_accidentes_personales
0.01
Visa_status
0.01
thomebanking
0.01
MOST FREQUENT VALUES
0.0
7,851
99.0%
46433.01
1
<0.1%
556.22
1
<0.1%
18346.03
1
<0.1%
84385.75
1
<0.1%
309890.77
1
<0.1%
23611.24
1
<0.1%
120932.67
1
<0.1%
10404.89
1
<0.1%
1638880.07
1
<0.1%
14278.5
1
<0.1%
39265.14
1
<0.1%
277610.17
1
<0.1%
305717.43
1
<0.1%
6244.16
1
<0.1%
SMALLEST VALUES
0.0
7,851
99.0%
18.72
1
<0.1%
116.15
1
<0.1%
220.13
1
<0.1%
229.55
1
<0.1%
435.46
1
<0.1%
473.22
1
<0.1%
490.53
1
<0.1%
556.22
1
<0.1%
904.0
1
<0.1%
930.15
1
<0.1%
1175.65
1
<0.1%
1385.54
1
<0.1%
2816.26
1
<0.1%
3173.77
1
<0.1%
LARGEST VALUES
2384650.45
1
<0.1%
2172809.42
1
<0.1%
1638880.07
1
<0.1%
1416453.33
1
<0.1%
1114158.11
1
<0.1%
1064414.37
1
<0.1%
611252.08
1
<0.1%
599388.88
1
<0.1%
556311.09
1
<0.1%
515729.31
1
<0.1%
345288.48
1
<0.1%
339314.19
1
<0.1%
309890.77
1
<0.1%
305717.43
1
<0.1%
293199.82
1
<0.1%
minversion1_dolares
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mplazo_fijo_dolares
0.58
Master_mconsumospesos
0.12
Master_mconsumototal
0.12
cproductos
0.04
ccomisiones_otras
0.03
Visa_Finiciomora
0.03
cliente_antiguedad
0.02
Visa_mfinanciacion_limite
0.02
Visa_mlimitecompra
0.02
numero_de_cliente
-0.02
mcaja_ahorro_dolares
0.02
cliente_edad
0.02
mcuentas_saldo
0.02
ctarjeta_debito_transacciones
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion1
0.26
cliente_vip
0.16
ccuenta_corriente
0.14
cplazo_fijo
0.14
cinversion2
0.10
ctarjeta_debito
0.06
ccaja_ahorro
0.05
Visa_status
0.04
Visa_delinquency
0.03
ccomisiones_mantenimiento
0.03
cforex_sell
0.02
cforex
0.02
ctarjeta_master
0.01
tmobile_app
0.01
MOST FREQUENT VALUES
0.0
7,919
99.9%
231556.79
1
<0.1%
1586207.79
1
<0.1%
1582604.09
1
<0.1%
248.12
1
<0.1%
2599.93
1
<0.1%
10930.39
1
<0.1%
1012817.75
1
<0.1%
385537.65
1
<0.1%
429023.73
1
<0.1%
106014.82
1
<0.1%
401832.84
1
<0.1%
SMALLEST VALUES
0.0
7,919
99.9%
248.12
1
<0.1%
2599.93
1
<0.1%
10930.39
1
<0.1%
106014.82
1
<0.1%
231556.79
1
<0.1%
385537.65
1
<0.1%
401832.84
1
<0.1%
429023.73
1
<0.1%
1012817.75
1
<0.1%
1582604.09
1
<0.1%
1586207.79
1
<0.1%
LARGEST VALUES
1586207.79
1
<0.1%
1582604.09
1
<0.1%
1012817.75
1
<0.1%
429023.73
1
<0.1%
401832.84
1
<0.1%
385537.65
1
<0.1%
231556.79
1
<0.1%
106014.82
1
<0.1%
10930.39
1
<0.1%
2599.93
1
<0.1%
248.12
1
<0.1%
0.0
7,919
99.9%
cinversion2
MISSING:
---
TOP CATEGORIES
0
7,813
99%
1
65
<1%
2
29
<1%
3
14
<1%
5
5
<1%
6
2
<1%
8
1
<1%
4
1
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cinversion2
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
mplazo_fijo_pesos
0.14
cliente_vip
0.06
ccuenta_corriente
0.04
cinversion1
0.03
cplazo_fijo
0.02
ccheques_depositados_rechazados
0.01
ccaja_seguridad
0.01
cforex_buy
0.01
cseguro_vivienda
0.01
ccheques_depositados
0.00
tpaquete4
0.00

THESE FEATURES
GIVE INFORMATION
ON cinversion2:
ctarjeta_debito
0.03
cplazo_fijo
0.03
cinversion1
0.02
thomebanking
0.02
cseguro_vivienda
0.02
mplazo_fijo_pesos
0.01
ccaja_seguridad
0.01
cpayroll_trx
0.01
ccaja_ahorro
0.01
internet
0.01
cliente_vip
0.01
Master_status
0.01
ccuenta_corriente
0.01
mdescubierto_preacordado
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion2
CORRELATION RATIO WITH...
minversion2
0.29
mcuenta_debitos_automaticos
0.19
mpagomiscuentas
0.16
cliente_antiguedad
0.15
cproductos
0.12
mplazo_fijo_dolares
0.12
Visa_mfinanciacion_limite
0.11
Visa_mlimitecompra
0.11
Visa_fechaalta
0.11
Master_mpagosdolares
0.11
minversion1_dolares
0.10
numero_de_cliente
0.10
Master_mfinanciacion_limite
0.09
Master_mlimitecompra
0.09
minversion2
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcuenta_debitos_automaticos
0.30
mpagomiscuentas
0.27
Master_mconsumospesos
0.10
Master_mconsumototal
0.10
chomebanking_transacciones
0.09
Visa_mfinanciacion_limite
0.06
Visa_mlimitecompra
0.06
mforex_sell
0.06
ccallcenter_transacciones
0.06
Master_mfinanciacion_limite
0.05
Master_mlimitecompra
0.05
minversion1_pesos
0.04
cproductos
0.04
Visa_Finiciomora
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion2
0.29
cplazo_fijo
0.26
cinversion1
0.08
tpaquete4
0.08
ccaja_ahorro
0.06
cpayroll_trx
0.06
cforex_sell
0.06
cforex
0.05
mplazo_fijo_pesos
0.04
tcallcenter
0.03
cliente_vip
0.03
ccuenta_corriente
0.03
thomebanking
0.02
ccaja_seguridad
0.02
MOST FREQUENT VALUES
0.0
7,813
98.5%
3.89
2
<0.1%
8.06
2
<0.1%
1516.32
1
<0.1%
868.64
1
<0.1%
38.91
1
<0.1%
152613.39
1
<0.1%
424.66
1
<0.1%
108.29
1
<0.1%
5335.2
1
<0.1%
57236.37
1
<0.1%
541.0
1
<0.1%
3397.62
1
<0.1%
201.13
1
<0.1%
746.98
1
<0.1%
SMALLEST VALUES
0.0
7,813
98.5%
0.38
1
<0.1%
0.53
1
<0.1%
0.7
1
<0.1%
0.97
1
<0.1%
2.44
1
<0.1%
2.56
1
<0.1%
3.66
1
<0.1%
3.89
2
<0.1%
4.05
1
<0.1%
4.59
1
<0.1%
6.22
1
<0.1%
6.28
1
<0.1%
8.06
2
<0.1%
8.11
1
<0.1%
LARGEST VALUES
11221268.17
1
<0.1%
3741434.84
1
<0.1%
1551221.28
1
<0.1%
1389563.13
1
<0.1%
1146569.53
1
<0.1%
747647.55
1
<0.1%
661587.61
1
<0.1%
540956.3
1
<0.1%
529422.96
1
<0.1%
522957.5
1
<0.1%
320751.51
1
<0.1%
305662.37
1
<0.1%
291753.72
1
<0.1%
227963.38
1
<0.1%
182800.8
1
<0.1%
cseguro_vida
MISSING:
---
TOP CATEGORIES
0
7,365
93%
1
496
6%
2
60
<1%
3
8
<1%
4
1
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cseguro_vida
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
Visa_madelantodolares
0.10
mplazo_fijo_pesos
0.05
cseguro_accidentes_personales
0.05
ccheques_depositados_rechazados
0.02
Visa_cadelantosefectivo
0.02
Master_madelantopesos
0.02
tcuentas
0.01
Master_delinquency
0.01
Master_cadelantosefectivo
0.01
ccheques_depositados
0.01
Visa_delinquency
0.01

THESE FEATURES
GIVE INFORMATION
ON cseguro_vida:
cseguro_accidentes_personales
0.06
cseguro_vivienda
0.01
Visa_delinquency
0.01
Visa_status
0.01
ctarjeta_master
0.01
Master_status
0.01
Master_delinquency
0.01
ccomisiones_mantenimiento
0.01
cpayroll_trx
0.01
active_quarter
0.00
tcuentas
0.00
ctarjeta_visa
0.00
ccheques_depositados
0.00
ctarjeta_debito
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_vida
CORRELATION RATIO WITH...
cproductos
0.32
ccomisiones_otras
0.15
ctarjeta_visa_debitos_automaticos
0.12
mprestamos_personales
0.10
Visa_msaldopesos
0.09
ccuenta_debitos_automaticos
0.09
Visa_msaldototal
0.09
ctrx_quarter
0.09
mrentabilidad_annual
0.08
cprestamos_personales
0.08
foto_mes
0.08
Visa_Finiciomora
0.07
ctarjeta_master_debitos_automaticos
0.07
Visa_cconsumos
0.07
cseguro_auto
MISSING:
---
TOP CATEGORIES
0
7,840
99%
1
85
1%
2
5
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cseguro_auto
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
ccheques_depositados_rechazados
0.03
tpaquete1
0.03
Visa_cadelantosefectivo
0.02
ccheques_depositados
0.02
ccajas_depositos
0.01
ccaja_seguridad
0.01
cseguro_vivienda
0.01
tcuentas
0.00
cpayroll_trx
0.00
tpaquete3
0.00
cinversion2
0.00

THESE FEATURES
GIVE INFORMATION
ON cseguro_auto:
cseguro_vivienda
0.02
ccajas_depositos
0.02
ccheques_depositados
0.02
ccaja_seguridad
0.02
cpayroll_trx
0.01
ctarjeta_debito
0.01
ccomisiones_mantenimiento
0.01
ccheques_depositados_rechazados
0.01
tpaquete1
0.01
ccaja_ahorro
0.01
tcuentas
0.01
Visa_cadelantosefectivo
0.01
active_quarter
0.00
thomebanking
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_auto
CORRELATION RATIO WITH...
mcheques_depositados
0.18
mcaja_ahorro
0.17
mpasivos_margen
0.16
mtarjeta_visa_consumo
0.13
Visa_mconsumospesos
0.13
Visa_mconsumototal
0.13
mttarjeta_visa_debitos_automaticos
0.13
cproductos
0.11
mcheques_emitidos
0.09
mrentabilidad_annual
0.09
Visa_mpagospesos
0.08
ctarjeta_visa_debitos_automaticos
0.08
mrentabilidad
0.07
mprestamos_personales
0.07
cseguro_vivienda
MISSING:
---
TOP CATEGORIES
0
7,335
92%
1
579
7%
2
16
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cseguro_vivienda
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
mplazo_fijo_pesos
0.11
Master_madelantopesos
0.07
Visa_cadelantosefectivo
0.05
Master_cadelantosefectivo
0.05
ccheques_depositados_rechazados
0.03
cseguro_auto
0.02
ccheques_depositados
0.02
ccuenta_corriente
0.02
cprestamos_hipotecarios
0.02
cseguro_accidentes_personales
0.02
cinversion2
0.02

THESE FEATURES
GIVE INFORMATION
ON cseguro_vivienda:
cseguro_accidentes_personales
0.02
cseguro_vida
0.01
active_quarter
0.01
ctarjeta_debito
0.01
Master_delinquency
0.01
cseguro_auto
0.01
cinversion2
0.01
ccaja_ahorro
0.01
ccheques_depositados
0.01
ccomisiones_mantenimiento
0.01
cplazo_fijo
0.01
ccajas_depositos
0.00
tpaquete4
0.00
cpayroll_trx
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_vivienda
CORRELATION RATIO WITH...
cproductos
0.33
ctarjeta_visa_debitos_automaticos
0.20
cliente_edad
0.17
ccomisiones_otras
0.16
mttarjeta_visa_debitos_automaticos
0.15
cliente_antiguedad
0.15
Visa_fechaalta
0.14
Visa_cconsumos
0.12
mrentabilidad_annual
0.12
ctrx_quarter
0.11
ctarjeta_master_debitos_automaticos
0.10
numero_de_cliente
0.10
ccuenta_debitos_automaticos
0.10
Master_fechaalta
0.09
cseguro_accidentes_personales
MISSING:
---
TOP CATEGORIES
0
7,002
88%
1
925
12%
2
3
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cseguro_accidentes_personales
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
cpayroll2_trx
0.08
mcuenta_corriente_adicional
0.08
mpayroll2
0.08
cseguro_vida
0.06
ccheques_depositados_rechazados
0.06
Visa_cadelantosefectivo
0.02
cseguro_vivienda
0.02
tpaquete1
0.02
Master_delinquency
0.01
Master_cadelantosefectivo
0.01
Master_madelantopesos
0.01

THESE FEATURES
GIVE INFORMATION
ON cseguro_accidentes_personales:
cseguro_vida
0.05
cseguro_vivienda
0.02
active_quarter
0.01
Visa_delinquency
0.01
ctarjeta_master
0.01
ccajas_depositos
0.00
Master_delinquency
0.00
Visa_status
0.00
tcuentas
0.00
ccheques_depositados_rechazados
0.00
cpayroll_trx
0.00
ctarjeta_visa
0.00
ctarjeta_debito
0.00
ccajas_transacciones
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_accidentes_personales
CORRELATION RATIO WITH...
cproductos
0.39
ccomisiones_otras
0.18
mttarjeta_master_debitos_automaticos
0.17
ctarjeta_visa_debitos_automaticos
0.16
ccallcenter_transacciones
0.15
Master_cconsumos
0.12
ctarjeta_master_transacciones
0.11
ccuenta_debitos_automaticos
0.11
ctarjeta_master_debitos_automaticos
0.10
mprestamos_personales
0.09
cprestamos_personales
0.09
chomebanking_transacciones
0.09
Visa_Finiciomora
0.08
ctrx_quarter
0.08
ccaja_seguridad
MISSING:
---
TOP CATEGORIES
0
7,737
98%
1
183
2%
2
10
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccaja_seguridad
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
ccuenta_corriente
0.13
mcuenta_corriente_adicional
0.13
Visa_madelantodolares
0.13
cpagodeservicios
0.03
cliente_vip
0.02
cseguro_auto
0.02
ccheques_depositados
0.01
Visa_cadelantosefectivo
0.01
cinversion2
0.01
ccajas_depositos
0.01
tpaquete1
0.01

THESE FEATURES
GIVE INFORMATION
ON ccaja_seguridad:
ctarjeta_debito
0.03
ccaja_ahorro
0.02
ccuenta_corriente
0.02
ccomisiones_mantenimiento
0.01
ccajas_transacciones
0.01
ccajas_depositos
0.01
cseguro_auto
0.01
ccheques_depositados
0.01
cinversion2
0.01
cseguro_vivienda
0.01
cforex_sell
0.01
thomebanking
0.01
cforex
0.01
tpaquete3
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_seguridad
CORRELATION RATIO WITH...
mcomisiones_otras
0.31
mcomisiones
0.31
mrentabilidad
0.23
mtransferencias_emitidas
0.21
mrentabilidad_annual
0.20
mttarjeta_visa_debitos_automaticos
0.20
minversion1_pesos
0.17
Visa_mfinanciacion_limite
0.16
cproductos
0.16
Visa_mlimitecompra
0.16
ctarjeta_visa_debitos_automaticos
0.15
mpasivos_margen
0.15
mtarjeta_visa_consumo
0.15
Visa_mconsumospesos
0.15
cpayroll_trx
MISSING:
---
TOP CATEGORIES
0
7,485
94%
1
275
3%
2
113
1%
3
32
<1%
4
19
<1%
8
2
<1%
5
2
<1%
7
1
<1%
9
1
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cpayroll_trx
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
cpayroll2_trx
0.59
mpayroll2
0.56
Master_cadelantosefectivo
0.25
Master_madelantopesos
0.24
Visa_cadelantosefectivo
0.12
tpaquete4
0.07
ccajeros_propios_descuentos
0.06
cforex_sell
0.06
cforex
0.05
ctarjeta_visa_descuentos
0.04
cprestamos_hipotecarios
0.04

THESE FEATURES
GIVE INFORMATION
ON cpayroll_trx:
ccomisiones_mantenimiento
0.08
cforex_sell
0.04
cforex
0.04
tmobile_app
0.03
ccaja_ahorro
0.03
tpaquete4
0.02
active_quarter
0.02
thomebanking
0.02
internet
0.02
ccajas_extracciones
0.02
tpaquete3
0.01
ctarjeta_visa_descuentos
0.01
ctarjeta_master
0.01
Master_madelantopesos
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
CORRELATION RATIO WITH...
mpayroll
0.44
ctarjeta_debito_transacciones
0.33
ctrx_quarter
0.30
cextraccion_autoservicio
0.26
mautoservicio
0.23
catm_trx
0.22
catm_trx_other
0.22
mforex_sell
0.20
ccuenta_debitos_automaticos
0.18
ctransferencias_emitidas
0.18
cmobile_app_trx
0.18
ctransferencias_recibidas
0.17
Visa_cconsumos
0.16
ctarjeta_visa_transacciones
0.16
mpayroll
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumospesos
0.22
Visa_mconsumototal
0.22
mtarjeta_visa_consumo
0.21
Visa_mconsumosdolares
0.20
Visa_mpagado
0.17
Master_Finiciomora
-0.17
ctrx_quarter
0.17
mtarjeta_visa_descuentos
0.16
ctarjeta_debito_transacciones
0.14
Visa_cconsumos
0.14
Visa_msaldodolares
0.13
Visa_mpagospesos
-0.12
ctarjeta_visa_transacciones
0.12
cextraccion_autoservicio
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.44
ctarjeta_visa_descuentos
0.14
ccomisiones_mantenimiento
0.10
ccajas_extracciones
0.09
cforex_sell
0.08
cforex
0.08
tmobile_app
0.07
cplazo_fijo
0.07
ccajas_transacciones
0.06
thomebanking
0.05
Visa_cadelantosefectivo
0.05
cinversion2
0.04
ccajeros_propios_descuentos
0.04
ccaja_ahorro
0.04
MOST FREQUENT VALUES
0.0
7,487
94.4%
11700.0
4
<0.1%
35100.0
3
<0.1%
12870.0
2
<0.1%
2340.0
2
<0.1%
7020.0
2
<0.1%
2925.0
2
<0.1%
4680.0
2
<0.1%
70200.0
2
<0.1%
1170.0
2
<0.1%
5850.0
2
<0.1%
76050.0
2
<0.1%
3510.0
2
<0.1%
4095.0
2
<0.1%
80386.54
1
<0.1%
SMALLEST VALUES
0.0
7,487
94.4%
188.75
1
<0.1%
287.82
1
<0.1%
403.65
1
<0.1%
585.0
1
<0.1%
766.46
1
<0.1%
832.34
1
<0.1%
1170.0
2
<0.1%
1453.14
1
<0.1%
1929.91
1
<0.1%
2222.41
1
<0.1%
2340.0
2
<0.1%
2649.34
1
<0.1%
2875.83
1
<0.1%
2884.05
1
<0.1%
LARGEST VALUES
3145680.84
1
<0.1%
2240469.27
1
<0.1%
1896435.99
1
<0.1%
1636810.11
1
<0.1%
1138499.3
1
<0.1%
1054648.37
1
<0.1%
715473.64
1
<0.1%
662975.37
1
<0.1%
645365.0
1
<0.1%
554580.0
1
<0.1%
491765.01
1
<0.1%
485507.75
1
<0.1%
479526.34
1
<0.1%
435503.25
1
<0.1%
364495.95
1
<0.1%
mpayroll2
MISSING:
---
TOP CATEGORIES
0.0
7,927
>99%
39647.79
1
<1%
5924.88
1
<1%
4095.0
1
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mpayroll2
PROVIDES INFORMATION ON...
tpaquete2
1.00
cpayroll2_trx
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
cpayroll_trx
0.01
tpaquete3
0.01
tpaquete4
0.01
cforex_sell
0.00
cforex
0.00
ccajas_extracciones
0.00
ccaja_ahorro
0.00
ccajas_transacciones
0.00
Master_status
0.00
Visa_status
0.00

THESE FEATURES
GIVE INFORMATION
ON mpayroll2:
cpayroll2_trx
0.95
cpayroll_trx
0.56
ccaja_ahorro
0.21
cforex_sell
0.20
cforex
0.19
ccajas_transacciones
0.17
Master_status
0.14
tpaquete3
0.14
tpaquete4
0.13
Visa_status
0.13
ccajas_extracciones
0.12
mdescubierto_preacordado
0.11
ctarjeta_debito
0.10
ctarjeta_visa
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mpayroll2
CORRELATION RATIO WITH...
mforex_sell
0.05
numero_de_cliente
0.04
ccajas_consultas
0.03
cliente_edad
0.03
foto_mes
0.03
Master_Fvencimiento
0.03
cmobile_app_trx
0.03
chomebanking_transacciones
0.03
cliente_antiguedad
0.02
mprestamos_personales
0.02
Visa_fechaalta
0.02
Master_fechaalta
0.02
mcomisiones_mantenimiento
0.01
ctransferencias_recibidas
0.01
cpayroll2_trx
MISSING:
---
TOP CATEGORIES
0
7,927
>99%
1
2
<1%
2
1
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cpayroll2_trx
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
mpayroll2
0.95
cpayroll_trx
0.01
tpaquete3
0.00
tpaquete4
0.00
cforex_sell
0.00
ccaja_ahorro
0.00
cforex
0.00
Master_status
0.00
ccajas_extracciones
0.00
ccajas_transacciones
0.00
Visa_status
0.00

THESE FEATURES
GIVE INFORMATION
ON cpayroll2_trx:
mpayroll2
1.00
cpayroll_trx
0.59
ccaja_ahorro
0.23
cforex_sell
0.16
cforex
0.15
Master_status
0.14
Visa_status
0.14
ccajas_transacciones
0.13
tpaquete3
0.09
tpaquete4
0.09
cseguro_accidentes_personales
0.08
ccajas_extracciones
0.08
internet
0.08
thomebanking
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll2_trx
CORRELATION RATIO WITH...
mforex_sell
0.04
numero_de_cliente
0.04
cliente_edad
0.03
foto_mes
0.02
ccajas_consultas
0.02
cliente_antiguedad
0.02
mprestamos_personales
0.02
Master_Fvencimiento
0.02
chomebanking_transacciones
0.02
cmobile_app_trx
0.02
Visa_fechaalta
0.02
Master_fechaalta
0.02
mcomisiones_mantenimiento
0.01
ctransferencias_recibidas
0.01
ccuenta_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctrx_quarter
0.33
cproductos
0.25
ccomisiones_otras
0.22
ctarjeta_debito_transacciones
0.19
cpagomiscuentas
0.19
Master_Finiciomora
-0.17
cmobile_app_trx
0.17
Visa_fechaalta
0.16
cliente_antiguedad
0.16
chomebanking_transacciones
0.16
mautoservicio
0.16
mcuenta_debitos_automaticos
0.16
ctarjeta_visa_debitos_automaticos
0.15
ctarjeta_visa_transacciones
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.18
Master_madelantopesos
0.14
active_quarter
0.12
cseguro_accidentes_personales
0.11
ccheques_depositados
0.11
tmobile_app
0.10
cseguro_vivienda
0.10
thomebanking
0.10
cforex_sell
0.09
cseguro_vida
0.09
ctarjeta_debito
0.09
cforex
0.09
Visa_cadelantosefectivo
0.08
ctarjeta_visa
0.08
MOST FREQUENT VALUES
0
6,574
82.9%
1
849
10.7%
2
266
3.4%
3
114
1.4%
4
62
0.8%
5
28
0.4%
6
11
0.1%
7
7
<0.1%
8
6
<0.1%
9
4
<0.1%
10
4
<0.1%
12
2
<0.1%
26
1
<0.1%
11
1
<0.1%
22
1
<0.1%
SMALLEST VALUES
0
6,574
82.9%
1
849
10.7%
2
266
3.4%
3
114
1.4%
4
62
0.8%
5
28
0.4%
6
11
0.1%
7
7
<0.1%
8
6
<0.1%
9
4
<0.1%
10
4
<0.1%
11
1
<0.1%
12
2
<0.1%
22
1
<0.1%
26
1
<0.1%
LARGEST VALUES
26
1
<0.1%
22
1
<0.1%
12
2
<0.1%
11
1
<0.1%
10
4
<0.1%
9
4
<0.1%
8
6
<0.1%
7
7
<0.1%
6
11
0.1%
5
28
0.4%
4
62
0.8%
3
114
1.4%
2
266
3.4%
1
849
10.7%
0
6,574
82.9%
mcuenta_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mpagomiscuentas
0.88
minversion2
0.30
ccuenta_debitos_automaticos
0.16
Visa_mfinanciacion_limite
0.15
Visa_mlimitecompra
0.15
minversion1_pesos
0.14
Master_mfinanciacion_limite
0.13
Master_mlimitecompra
0.13
Master_mconsumospesos
0.13
Master_mconsumototal
0.13
chomebanking_transacciones
0.11
Master_Finiciomora
-0.10
Visa_Finiciomora
-0.10
cpagomiscuentas
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion1
0.25
cinversion2
0.19
Master_status
0.06
ccuenta_corriente
0.04
cplazo_fijo
0.04
thomebanking
0.03
ccheques_depositados
0.02
ccaja_seguridad
0.02
ctarjeta_debito
0.02
active_quarter
0.02
ccajas_depositos
0.02
ctarjeta_visa
0.01
ccaja_ahorro
0.01
mdescubierto_preacordado
0.01
MOST FREQUENT VALUES
0.0
6,574
82.9%
31.69
200
2.5%
31.39
80
1.0%
31.64
37
0.5%
31.57
12
0.2%
31.82
10
0.1%
31.77
9
0.1%
63.29
6
<0.1%
108.93
5
<0.1%
57.47
5
<0.1%
197.69
4
<0.1%
380.88
4
<0.1%
61.77
4
<0.1%
62.78
4
<0.1%
1069.92
4
<0.1%
SMALLEST VALUES
0.0
6,574
82.9%
4.07
1
<0.1%
16.14
1
<0.1%
31.39
80
1.0%
31.54
3
<0.1%
31.57
12
0.2%
31.64
37
0.5%
31.69
200
2.5%
31.75
1
<0.1%
31.77
9
0.1%
31.82
10
0.1%
31.9
3
<0.1%
34.9
2
<0.1%
35.28
1
<0.1%
37.44
1
<0.1%
LARGEST VALUES
2209419.66
1
<0.1%
294803.14
1
<0.1%
182194.49
1
<0.1%
126268.49
1
<0.1%
86389.11
1
<0.1%
72109.31
1
<0.1%
55048.39
1
<0.1%
52022.36
1
<0.1%
51657.36
1
<0.1%
51372.43
1
<0.1%
48946.57
1
<0.1%
45611.19
1
<0.1%
44745.48
1
<0.1%
44609.91
1
<0.1%
42621.29
1
<0.1%
ctarjeta_visa_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mttarjeta_visa_debitos_automaticos
0.73
Visa_cconsumos
0.57
ctarjeta_visa_transacciones
0.52
mtarjeta_visa_consumo
0.38
ctrx_quarter
0.35
cproductos
0.34
Visa_mpagospesos
-0.33
Visa_fechaalta
0.30
Visa_mconsumospesos
0.30
Visa_mconsumototal
0.30
ccomisiones_otras
0.29
Visa_msaldopesos
0.26
Visa_msaldototal
0.25
cliente_antiguedad
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_vivienda
0.20
ctarjeta_visa
0.20
ctarjeta_master
0.16
thomebanking
0.16
cseguro_accidentes_personales
0.16
active_quarter
0.15
ccaja_seguridad
0.15
mdescubierto_preacordado
0.13
Visa_delinquency
0.12
cseguro_vida
0.12
internet
0.11
cpayroll_trx
0.10
ctarjeta_debito
0.10
ccajas_depositos
0.09
MOST FREQUENT VALUES
0
5,728
72.2%
1
909
11.5%
2
466
5.9%
3
296
3.7%
4
169
2.1%
5
128
1.6%
6
74
0.9%
7
43
0.5%
9
33
0.4%
8
28
0.4%
11
17
0.2%
10
12
0.2%
12
10
0.1%
13
6
<0.1%
17
3
<0.1%
SMALLEST VALUES
0
5,728
72.2%
1
909
11.5%
2
466
5.9%
3
296
3.7%
4
169
2.1%
5
128
1.6%
6
74
0.9%
7
43
0.5%
8
28
0.4%
9
33
0.4%
10
12
0.2%
11
17
0.2%
12
10
0.1%
13
6
<0.1%
14
1
<0.1%
LARGEST VALUES
22
1
<0.1%
21
1
<0.1%
20
1
<0.1%
17
3
<0.1%
16
1
<0.1%
15
3
<0.1%
14
1
<0.1%
13
6
<0.1%
12
10
0.1%
11
17
0.2%
10
12
0.2%
9
33
0.4%
8
28
0.4%
7
43
0.5%
6
74
0.9%
mttarjeta_visa_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_visa_debitos_automaticos
0.73
Visa_cconsumos
0.45
mtarjeta_visa_consumo
0.44
ctarjeta_visa_transacciones
0.42
Visa_mpagospesos
-0.42
Visa_mconsumospesos
0.41
Visa_mconsumototal
0.41
Visa_msaldopesos
0.33
Visa_msaldototal
0.32
ctrx_quarter
0.29
Visa_fechaalta
0.22
Visa_mfinanciacion_limite
0.22
Visa_mlimitecompra
0.22
cproductos
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_seguridad
0.20
cseguro_vivienda
0.15
ctarjeta_visa
0.14
ccheques_depositados
0.13
cseguro_auto
0.13
thomebanking
0.12
ctarjeta_master
0.12
ccajas_depositos
0.11
active_quarter
0.10
ccajas_transacciones
0.09
ccajas_extracciones
0.09
Visa_delinquency
0.08
ctarjeta_debito
0.08
tmobile_app
0.08
MOST FREQUENT VALUES
0.0
5,728
72.2%
452.79
27
0.3%
520.65
13
0.2%
348.66
10
0.1%
31.69
10
0.1%
31.39
8
0.1%
292.5
7
<0.1%
702.0
6
<0.1%
655.2
6
<0.1%
1638.0
5
<0.1%
351.0
4
<0.1%
468.0
4
<0.1%
58.5
4
<0.1%
374.4
4
<0.1%
526.5
4
<0.1%
SMALLEST VALUES
0.0
5,728
72.2%
1.27
1
<0.1%
11.54
1
<0.1%
11.7
1
<0.1%
15.79
1
<0.1%
16.38
1
<0.1%
20.31
1
<0.1%
30.29
1
<0.1%
31.39
8
0.1%
31.57
2
<0.1%
31.64
2
<0.1%
31.69
10
0.1%
31.77
1
<0.1%
31.82
2
<0.1%
31.9
1
<0.1%
LARGEST VALUES
112116.82
1
<0.1%
82965.98
1
<0.1%
79071.92
1
<0.1%
75747.21
1
<0.1%
69104.38
1
<0.1%
67764.31
1
<0.1%
65788.97
1
<0.1%
64033.26
1
<0.1%
62784.02
1
<0.1%
62562.15
1
<0.1%
56124.08
1
<0.1%
55330.71
1
<0.1%
54545.25
1
<0.1%
53443.24
1
<0.1%
52264.33
1
<0.1%
ctarjeta_master_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mttarjeta_master_debitos_automaticos
0.60
Master_cconsumos
0.41
ctarjeta_master_transacciones
0.37
ctarjeta_visa_debitos_automaticos
0.20
ctrx_quarter
0.19
mttarjeta_visa_debitos_automaticos
0.19
Master_fechaalta
0.17
ccomisiones_otras
0.17
chomebanking_transacciones
0.17
Master_msaldopesos
0.17
Master_msaldototal
0.17
Visa_cconsumos
0.17
cproductos
0.16
mtarjeta_master_consumo
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mcuenta_corriente_adicional
0.17
Master_delinquency
0.13
cseguro_vivienda
0.10
cforex
0.10
cseguro_accidentes_personales
0.10
ctarjeta_master
0.09
ctarjeta_debito
0.08
cforex_buy
0.08
Master_status
0.08
cseguro_vida
0.07
thomebanking
0.07
Visa_delinquency
0.06
tmobile_app
0.06
ctarjeta_visa
0.06
MOST FREQUENT VALUES
0
7,529
94.9%
1
244
3.1%
2
88
1.1%
3
29
0.4%
4
12
0.2%
5
10
0.1%
6
9
0.1%
7
5
<0.1%
10
1
<0.1%
8
1
<0.1%
12
1
<0.1%
9
1
<0.1%
SMALLEST VALUES
0
7,529
94.9%
1
244
3.1%
2
88
1.1%
3
29
0.4%
4
12
0.2%
5
10
0.1%
6
9
0.1%
7
5
<0.1%
8
1
<0.1%
9
1
<0.1%
10
1
<0.1%
12
1
<0.1%
LARGEST VALUES
12
1
<0.1%
10
1
<0.1%
9
1
<0.1%
8
1
<0.1%
7
5
<0.1%
6
9
0.1%
5
10
0.1%
4
12
0.2%
3
29
0.4%
2
88
1.1%
1
244
3.1%
0
7,529
94.9%
mttarjeta_master_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_master_debitos_automaticos
0.60
Master_cconsumos
0.25
ctarjeta_master_transacciones
0.22
Master_mconsumospesos
0.19
Master_mconsumototal
0.19
Master_msaldopesos
0.19
Master_msaldototal
0.19
mtarjeta_master_consumo
0.18
Master_mpagospesos
-0.17
mttarjeta_visa_debitos_automaticos
0.17
ctarjeta_visa_debitos_automaticos
0.15
chomebanking_transacciones
0.14
Visa_cconsumos
0.14
Visa_mpagospesos
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_cadelantosefectivo
0.21
Master_madelantopesos
0.21
cseguro_accidentes_personales
0.17
Master_cadelantosefectivo
0.10
ccaja_seguridad
0.09
Master_delinquency
0.07
Master_status
0.06
cseguro_vivienda
0.06
ccajas_extracciones
0.06
ctarjeta_visa_descuentos
0.06
thomebanking
0.06
tmobile_app
0.05
ccajas_transacciones
0.05
ccajas_depositos
0.05
MOST FREQUENT VALUES
0.0
7,529
94.9%
452.79
25
0.3%
348.66
17
0.2%
520.65
14
0.2%
905.58
3
<0.1%
351.0
3
<0.1%
339.97
2
<0.1%
772.2
2
<0.1%
1170.0
2
<0.1%
1804.14
2
<0.1%
234.0
2
<0.1%
5572.1
1
<0.1%
10340.57
1
<0.1%
5240.97
1
<0.1%
608.4
1
<0.1%
SMALLEST VALUES
0.0
7,529
94.9%
11.7
1
<0.1%
13.13
1
<0.1%
31.39
1
<0.1%
31.69
1
<0.1%
31.82
1
<0.1%
36.85
1
<0.1%
61.65
1
<0.1%
64.99
1
<0.1%
68.88
1
<0.1%
85.24
1
<0.1%
87.73
1
<0.1%
105.06
1
<0.1%
105.18
1
<0.1%
106.1
1
<0.1%
LARGEST VALUES
74612.76
1
<0.1%
65654.92
1
<0.1%
57814.3
1
<0.1%
57642.41
1
<0.1%
51684.89
1
<0.1%
47933.54
1
<0.1%
47651.74
1
<0.1%
40397.49
1
<0.1%
25711.01
1
<0.1%
25549.67
1
<0.1%
24485.74
1
<0.1%
22015.19
1
<0.1%
21562.07
1
<0.1%
20713.18
1
<0.1%
20392.11
1
<0.1%
cpagodeservicios
MISSING:
---
TOP CATEGORIES
0
7,913
>99%
1
11
<1%
4
2
<1%
2
1
<1%
7
1
<1%
3
1
<1%
5
1
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cpagodeservicios
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
ccajas_extracciones
0.01
cforex_buy
0.01
ccaja_seguridad
0.00
tpaquete4
0.00
ccajas_transacciones
0.00
cforex_sell
0.00
cforex
0.00
ctarjeta_debito
0.00
ccomisiones_mantenimiento
0.00
cpayroll_trx
0.00
ctarjeta_visa
0.00

THESE FEATURES
GIVE INFORMATION
ON cpagodeservicios:
ccajas_extracciones
0.10
ctarjeta_debito
0.10
ccomisiones_mantenimiento
0.06
ctarjeta_visa
0.04
ccajas_transacciones
0.04
internet
0.03
thomebanking
0.03
ctarjeta_master
0.03
ccaja_seguridad
0.03
cforex_sell
0.03
tmobile_app
0.03
cforex
0.03
ccaja_ahorro
0.02
tpaquete4
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpagodeservicios
CORRELATION RATIO WITH...
mpagodeservicios
0.94
mpasivos_margen
0.25
Visa_Fvencimiento
0.17
catm_trx
0.16
mcuenta_corriente
0.16
cextraccion_autoservicio
0.15
mautoservicio
0.12
mtransferencias_recibidas
0.11
mrentabilidad_annual
0.09
mcuentas_saldo
0.09
Visa_mfinanciacion_limite
0.08
ccheques_emitidos
0.07
matm_other
0.07
Visa_mlimitecompra
0.07
mpagodeservicios
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mpasivos_margen
0.23
Visa_Fvencimiento
-0.16
catm_trx
0.15
mcuenta_corriente
0.15
cextraccion_autoservicio
0.14
mautoservicio
0.11
mtransferencias_recibidas
0.11
mrentabilidad_annual
0.08
Visa_mfinanciacion_limite
0.08
mcuentas_saldo
0.08
Visa_mlimitecompra
0.07
ctransferencias_emitidas
0.07
ccheques_emitidos
0.07
ctrx_quarter
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpagodeservicios
0.94
ccajas_extracciones
0.65
ctarjeta_debito
0.34
ctarjeta_visa
0.12
ccomisiones_mantenimiento
0.10
ccaja_seguridad
0.07
ccajas_transacciones
0.03
internet
0.02
thomebanking
0.02
active_quarter
0.01
cpayroll_trx
0.01
ctarjeta_master
0.01
cseguro_accidentes_personales
0.01
cseguro_vivienda
0.01
MOST FREQUENT VALUES
0.0
7,913
99.8%
4865.02
1
<0.1%
2691.0
1
<0.1%
35279.71
1
<0.1%
4670.44
1
<0.1%
3733.61
1
<0.1%
2986.15
1
<0.1%
2151.98
1
<0.1%
74122.05
1
<0.1%
16848.0
1
<0.1%
658.39
1
<0.1%
161385.5
1
<0.1%
4680.0
1
<0.1%
8424.0
1
<0.1%
8341.95
1
<0.1%
SMALLEST VALUES
0.0
7,913
99.8%
407.27
1
<0.1%
658.39
1
<0.1%
2151.98
1
<0.1%
2691.0
1
<0.1%
2986.15
1
<0.1%
3733.61
1
<0.1%
4670.44
1
<0.1%
4680.0
1
<0.1%
4865.02
1
<0.1%
6565.45
1
<0.1%
8341.95
1
<0.1%
8424.0
1
<0.1%
16848.0
1
<0.1%
35279.71
1
<0.1%
LARGEST VALUES
436622.28
1
<0.1%
161385.5
1
<0.1%
74122.05
1
<0.1%
35279.71
1
<0.1%
16848.0
1
<0.1%
8424.0
1
<0.1%
8341.95
1
<0.1%
6565.45
1
<0.1%
4865.02
1
<0.1%
4680.0
1
<0.1%
4670.44
1
<0.1%
3733.61
1
<0.1%
2986.15
1
<0.1%
2691.0
1
<0.1%
2151.98
1
<0.1%
cpagomiscuentas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctrx_quarter
0.38
chomebanking_transacciones
0.33
mpagomiscuentas
0.31
cmobile_app_trx
0.23
ctransferencias_emitidas
0.23
ctarjeta_debito_transacciones
0.21
ctransferencias_recibidas
0.21
ccomisiones_otras
0.19
ccuenta_debitos_automaticos
0.19
mautoservicio
0.17
Visa_Finiciomora
-0.16
Master_Finiciomora
-0.16
mpasivos_margen
0.15
mcaja_ahorro
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
thomebanking
0.18
cforex_sell
0.15
cforex
0.14
cpayroll_trx
0.14
tmobile_app
0.13
active_quarter
0.10
cplazo_fijo
0.09
internet
0.09
ccaja_ahorro
0.09
ctarjeta_visa
0.09
ccheques_depositados
0.08
ccajas_extracciones
0.08
mdescubierto_preacordado
0.08
ccajeros_propios_descuentos
0.08
MOST FREQUENT VALUES
0
7,008
88.4%
1
290
3.7%
2
178
2.2%
3
104
1.3%
4
100
1.3%
5
69
0.9%
7
43
0.5%
6
37
0.5%
8
24
0.3%
9
16
0.2%
10
12
0.2%
11
9
0.1%
12
9
0.1%
15
6
<0.1%
14
5
<0.1%
SMALLEST VALUES
0
7,008
88.4%
1
290
3.7%
2
178
2.2%
3
104
1.3%
4
100
1.3%
5
69
0.9%
6
37
0.5%
7
43
0.5%
8
24
0.3%
9
16
0.2%
10
12
0.2%
11
9
0.1%
12
9
0.1%
13
5
<0.1%
14
5
<0.1%
LARGEST VALUES
67
1
<0.1%
45
1
<0.1%
41
1
<0.1%
26
1
<0.1%
24
1
<0.1%
23
1
<0.1%
22
1
<0.1%
21
1
<0.1%
20
3
<0.1%
18
2
<0.1%
17
2
<0.1%
15
6
<0.1%
14
5
<0.1%
13
5
<0.1%
12
9
0.1%
mpagomiscuentas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcuenta_debitos_automaticos
0.88
cpagomiscuentas
0.31
minversion2
0.27
chomebanking_transacciones
0.18
Visa_mfinanciacion_limite
0.16
Visa_mlimitecompra
0.16
ctrx_quarter
0.16
Master_mfinanciacion_limite
0.16
Visa_Finiciomora
-0.16
Master_mlimitecompra
0.16
Master_Finiciomora
-0.15
Master_mconsumospesos
0.13
Master_mconsumototal
0.13
minversion1_pesos
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion1
0.23
cinversion2
0.16
thomebanking
0.06
Master_status
0.06
ccheques_depositados
0.04
ccuenta_corriente
0.04
ccaja_seguridad
0.04
ccaja_ahorro
0.03
cforex
0.03
cforex_sell
0.03
ctarjeta_debito
0.03
active_quarter
0.03
tmobile_app
0.03
cpayroll_trx
0.03
MOST FREQUENT VALUES
0.0
7,008
88.4%
351.0
9
0.1%
197.69
7
<0.1%
1929.55
6
<0.1%
468.0
5
<0.1%
585.0
4
<0.1%
117.0
4
<0.1%
1170.0
3
<0.1%
643.5
3
<0.1%
503.08
2
<0.1%
936.0
2
<0.1%
2047.5
2
<0.1%
1069.92
2
<0.1%
58.5
2
<0.1%
380.61
2
<0.1%
SMALLEST VALUES
0.0
7,008
88.4%
4.36
1
<0.1%
23.4
2
<0.1%
23.61
1
<0.1%
30.42
1
<0.1%
52.7
1
<0.1%
58.5
2
<0.1%
107.85
1
<0.1%
117.0
4
<0.1%
134.05
1
<0.1%
149.05
1
<0.1%
168.97
1
<0.1%
171.39
1
<0.1%
175.5
2
<0.1%
183.11
1
<0.1%
LARGEST VALUES
2476102.19
1
<0.1%
589921.32
1
<0.1%
537229.94
1
<0.1%
517177.11
1
<0.1%
400230.82
1
<0.1%
275343.33
1
<0.1%
256715.91
1
<0.1%
249082.07
1
<0.1%
212332.32
1
<0.1%
137070.65
1
<0.1%
136368.23
1
<0.1%
136205.11
1
<0.1%
134708.28
1
<0.1%
134124.65
1
<0.1%
129870.0
1
<0.1%
ccajeros_propios_descuentos
MISSING:
---
TOP CATEGORIES
0
7,892
>99%
1
26
<1%
2
9
<1%
3
2
<1%
4
1
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajeros_propios_descuentos
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
ctarjeta_visa_descuentos
0.01
cprestamos_hipotecarios
0.01
cpayroll_trx
0.01
cforex_sell
0.00
thomebanking
0.00
cforex
0.00
active_quarter
0.00
tpaquete3
0.00
ccaja_ahorro
0.00
cplazo_fijo
0.00
cinversion2
0.00

THESE FEATURES
GIVE INFORMATION
ON ccajeros_propios_descuentos:
thomebanking
0.07
cpayroll_trx
0.06
active_quarter
0.04
cforex_sell
0.02
cforex
0.02
ctarjeta_visa_descuentos
0.02
ccomisiones_mantenimiento
0.02
ccaja_ahorro
0.02
ctarjeta_master
0.02
tmobile_app
0.02
ctarjeta_debito
0.01
ctarjeta_visa
0.01
internet
0.01
tcallcenter
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajeros_propios_descuentos
CORRELATION RATIO WITH...
mcajeros_propios_descuentos
0.54
ctarjeta_debito_transacciones
0.22
mautoservicio
0.13
ctrx_quarter
0.10
cpagomiscuentas
0.08
mcaja_ahorro_adicional
0.07
mtarjeta_master_descuentos
0.07
ctransferencias_emitidas
0.06
chomebanking_transacciones
0.06
ccomisiones_otras
0.06
Visa_cconsumos
0.06
mforex_sell
0.05
ctarjeta_visa_debitos_automaticos
0.05
ctarjeta_visa_transacciones
0.05
mcajeros_propios_descuentos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_debito_transacciones
0.14
mautoservicio
0.13
Visa_Finiciomora
-0.08
ctrx_quarter
0.07
Master_cconsumos
0.06
mtransferencias_emitidas
0.06
ctarjeta_visa_debitos_automaticos
0.06
ccuenta_debitos_automaticos
0.04
ccomisiones_otras
0.04
cproductos
0.04
mcaja_ahorro_adicional
0.04
mforex_sell
0.04
cpagomiscuentas
0.04
ctarjeta_visa_transacciones
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajeros_propios_descuentos
0.54
cpayroll_trx
0.10
ccaja_ahorro
0.04
ctarjeta_visa_descuentos
0.04
cseguro_vida
0.04
ccaja_seguridad
0.04
cforex_sell
0.04
cforex
0.04
thomebanking
0.04
cseguro_accidentes_personales
0.03
active_quarter
0.02
ctarjeta_master
0.02
ctarjeta_visa
0.02
tmobile_app
0.02
MOST FREQUENT VALUES
0.0
7,902
99.6%
143.2
1
<0.1%
321.16
1
<0.1%
362.11
1
<0.1%
274.65
1
<0.1%
481.74
1
<0.1%
351.7
1
<0.1%
265.88
1
<0.1%
137.47
1
<0.1%
245.73
1
<0.1%
449.56
1
<0.1%
585.35
1
<0.1%
308.88
1
<0.1%
808.93
1
<0.1%
385.08
1
<0.1%
SMALLEST VALUES
0.0
7,902
99.6%
58.5
1
<0.1%
73.59
1
<0.1%
85.99
1
<0.1%
99.33
1
<0.1%
137.47
1
<0.1%
143.2
1
<0.1%
245.52
1
<0.1%
245.73
1
<0.1%
265.88
1
<0.1%
274.65
1
<0.1%
308.88
1
<0.1%
321.16
1
<0.1%
351.7
1
<0.1%
362.11
1
<0.1%
LARGEST VALUES
3671.46
1
<0.1%
2770.24
1
<0.1%
2453.49
1
<0.1%
1155.67
1
<0.1%
912.6
1
<0.1%
895.86
1
<0.1%
808.93
1
<0.1%
585.35
1
<0.1%
526.5
1
<0.1%
481.74
1
<0.1%
449.56
1
<0.1%
385.08
1
<0.1%
383.42
1
<0.1%
368.55
1
<0.1%
362.11
1
<0.1%
ctarjeta_visa_descuentos
MISSING:
---
TOP CATEGORIES
0
7,867
>99%
1
43
<1%
2
11
<1%
3
3
<1%
4
3
<1%
7
2
<1%
5
1
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_visa_descuentos
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
Master_cadelantosefectivo
0.07
Master_madelantopesos
0.07
Visa_cadelantosefectivo
0.04
ccajeros_propios_descuentos
0.02
ccuenta_corriente
0.01
ccajas_depositos
0.01
ccajas_extracciones
0.01
tpaquete1
0.01
ccheques_depositados
0.01
cpayroll_trx
0.01
cplazo_fijo
0.01

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_visa_descuentos:
thomebanking
0.07
ctarjeta_visa
0.05
cpayroll_trx
0.04
active_quarter
0.04
internet
0.04
tmobile_app
0.04
ccomisiones_mantenimiento
0.04
ctarjeta_debito
0.03
ctarjeta_master
0.03
ccajas_extracciones
0.03
ccajas_depositos
0.02
mdescubierto_preacordado
0.02
ccajas_transacciones
0.02
cplazo_fijo
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa_descuentos
CORRELATION RATIO WITH...
mtarjeta_visa_descuentos
0.69
Visa_cconsumos
0.23
ctarjeta_visa_transacciones
0.22
mtarjeta_visa_consumo
0.21
Visa_mpagospesos
0.20
Visa_mpagado
0.20
mtarjeta_master_descuentos
0.19
Visa_mconsumospesos
0.18
Visa_mconsumototal
0.18
mpayroll
0.14
ctarjeta_master_transacciones
0.13
Visa_madelantopesos
0.12
ctrx_quarter
0.11
ctarjeta_master_descuentos
0.11
mtarjeta_visa_descuentos
MISSING:
27
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mpagado
0.25
mtarjeta_visa_consumo
0.23
Visa_mconsumospesos
0.19
Visa_mconsumototal
0.19
Visa_mpagospesos
-0.19
mpayroll
0.16
Visa_cconsumos
0.14
ctarjeta_visa_transacciones
0.12
mtransferencias_emitidas
0.11
mtarjeta_master_descuentos
0.07
mcaja_ahorro
0.07
mpasivos_margen
0.06
Visa_msaldopesos
0.06
Visa_msaldototal
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa_descuentos
0.69
ccajas_depositos
0.17
cpayroll_trx
0.09
ccajas_extracciones
0.07
ccuenta_corriente
0.07
ccaja_ahorro
0.06
ccajas_transacciones
0.04
tmobile_app
0.04
cplazo_fijo
0.04
tcallcenter
0.04
cinversion2
0.03
thomebanking
0.03
ccomisiones_mantenimiento
0.03
cforex_sell
0.03
MOST FREQUENT VALUES
0.0
7,870
99.6%
351.0
2
<0.1%
131.62
1
<0.1%
267.59
1
<0.1%
2239.96
1
<0.1%
1750.78
1
<0.1%
468.46
1
<0.1%
8709.84
1
<0.1%
596.7
1
<0.1%
582.66
1
<0.1%
665.96
1
<0.1%
351.04
1
<0.1%
351.21
1
<0.1%
351.1
1
<0.1%
585.51
1
<0.1%
SMALLEST VALUES
0.0
7,870
99.6%
47.67
1
<0.1%
58.48
1
<0.1%
82.3
1
<0.1%
102.16
1
<0.1%
131.62
1
<0.1%
136.59
1
<0.1%
149.17
1
<0.1%
157.44
1
<0.1%
178.83
1
<0.1%
267.59
1
<0.1%
351.0
2
<0.1%
351.04
1
<0.1%
351.1
1
<0.1%
351.21
1
<0.1%
LARGEST VALUES
8709.84
1
<0.1%
2878.2
1
<0.1%
2239.96
1
<0.1%
1883.11
1
<0.1%
1750.78
1
<0.1%
951.17
1
<0.1%
795.89
1
<0.1%
789.75
1
<0.1%
665.96
1
<0.1%
596.7
1
<0.1%
585.51
1
<0.1%
584.84
1
<0.1%
582.66
1
<0.1%
506.31
1
<0.1%
471.04
1
<0.1%
ctarjeta_master_descuentos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mtarjeta_master_descuentos
0.55
ctarjeta_master_transacciones
0.43
mtarjeta_master_consumo
0.42
Master_mpagospesos
-0.38
Master_cconsumos
0.37
Master_mconsumospesos
0.37
Master_mconsumototal
0.37
Visa_mpagado
0.20
Master_msaldototal
0.16
Master_msaldopesos
0.15
ctrx_quarter
0.14
mtarjeta_visa_consumo
0.13
ctarjeta_master_debitos_automaticos
0.13
cmobile_app_trx
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa_descuentos
0.11
cplazo_fijo
0.10
ccajas_depositos
0.06
ccheques_depositados
0.06
tmobile_app
0.05
thomebanking
0.05
internet
0.05
cforex_sell
0.05
cforex
0.04
ccajas_transacciones
0.04
cinversion1
0.04
ctarjeta_master
0.04
cseguro_accidentes_personales
0.04
ccajas_extracciones
0.04
MOST FREQUENT VALUES
0
7,875
99.3%
1
30
0.4%
2
12
0.2%
3
4
<0.1%
4
2
<0.1%
6
1
<0.1%
8
1
<0.1%
12
1
<0.1%
9
1
<0.1%
14
1
<0.1%
13
1
<0.1%
7
1
<0.1%
SMALLEST VALUES
0
7,875
99.3%
1
30
0.4%
2
12
0.2%
3
4
<0.1%
4
2
<0.1%
6
1
<0.1%
7
1
<0.1%
8
1
<0.1%
9
1
<0.1%
12
1
<0.1%
13
1
<0.1%
14
1
<0.1%
LARGEST VALUES
14
1
<0.1%
13
1
<0.1%
12
1
<0.1%
9
1
<0.1%
8
1
<0.1%
7
1
<0.1%
6
1
<0.1%
4
2
<0.1%
3
4
<0.1%
2
12
0.2%
1
30
0.4%
0
7,875
99.3%
mtarjeta_master_descuentos
MISSING:
33
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_master_descuentos
0.55
ctarjeta_master_transacciones
0.11
Master_cconsumos
0.08
matm_other
0.08
mtarjeta_visa_descuentos
0.07
cmobile_app_trx
0.07
chomebanking_transacciones
0.07
ctrx_quarter
0.06
mforex_sell
0.06
catm_trx_other
0.06
Master_mfinanciacion_limite
0.05
Master_mlimitecompra
0.05
mtarjeta_master_consumo
0.05
ctransferencias_emitidas
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa_descuentos
0.19
ccajeros_propios_descuentos
0.07
cplazo_fijo
0.07
cpayroll_trx
0.06
cforex_sell
0.06
cforex
0.06
ctarjeta_debito
0.05
ccajas_extracciones
0.05
thomebanking
0.04
tmobile_app
0.03
ctarjeta_master
0.02
Visa_cadelantosefectivo
0.02
internet
0.02
ctarjeta_visa
0.02
MOST FREQUENT VALUES
0.0
7,881
99.8%
54.89
1
<0.1%
1732.18
1
<0.1%
88.68
1
<0.1%
252.72
1
<0.1%
289.45
1
<0.1%
322.9
1
<0.1%
1175.04
1
<0.1%
1071.13
1
<0.1%
390.59
1
<0.1%
174.33
1
<0.1%
29.21
1
<0.1%
1642.68
1
<0.1%
1719.54
1
<0.1%
912.6
1
<0.1%
SMALLEST VALUES
0.0
7,881
99.8%
29.21
1
<0.1%
54.89
1
<0.1%
88.68
1
<0.1%
174.33
1
<0.1%
252.72
1
<0.1%
289.45
1
<0.1%
322.9
1
<0.1%
390.59
1
<0.1%
912.6
1
<0.1%
1071.13
1
<0.1%
1175.04
1
<0.1%
1642.68
1
<0.1%
1719.54
1
<0.1%
1732.18
1
<0.1%
LARGEST VALUES
2974.72
1
<0.1%
2340.05
1
<0.1%
1732.18
1
<0.1%
1719.54
1
<0.1%
1642.68
1
<0.1%
1175.04
1
<0.1%
1071.13
1
<0.1%
912.6
1
<0.1%
390.59
1
<0.1%
322.9
1
<0.1%
289.45
1
<0.1%
252.72
1
<0.1%
174.33
1
<0.1%
88.68
1
<0.1%
54.89
1
<0.1%
ccomisiones_mantenimiento
MISSING:
---
TOP CATEGORIES
0
3,920
49%
1
3,805
48%
2
145
2%
3
34
<1%
4
16
<1%
7
5
<1%
6
2
<1%
5
1
<1%
8
1
<1%
9
1
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccomisiones_mantenimiento
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
mcuenta_corriente_adicional
0.34
tcuentas
0.14
Master_madelantopesos
0.12
Master_cadelantosefectivo
0.09
cpayroll_trx
0.08
Visa_cadelantosefectivo
0.08
cpayroll2_trx
0.07
mplazo_fijo_pesos
0.07
Visa_madelantodolares
0.07
mpayroll2
0.07
cpagodeservicios
0.06

THESE FEATURES
GIVE INFORMATION
ON ccomisiones_mantenimiento:
cpayroll_trx
0.03
tcuentas
0.01
ctarjeta_debito
0.01
ccaja_ahorro
0.01
tcallcenter
0.01
cforex_sell
0.00
mdescubierto_preacordado
0.00
cforex
0.00
ccajas_extracciones
0.00
tpaquete3
0.00
Visa_status
0.00
cplazo_fijo
0.00
Master_status
0.00
ctarjeta_visa
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccomisiones_mantenimiento
CORRELATION RATIO WITH...
mcomisiones_mantenimiento
0.87
Master_mpagominimo
0.27
Master_msaldopesos
0.20
Master_msaldototal
0.20
Visa_Fvencimiento
0.17
Visa_mpagominimo
0.16
ccomisiones_otras
0.15
Visa_Finiciomora
0.14
Master_Finiciomora
0.13
mcomisiones
0.12
mcomisiones_otras
0.12
mrentabilidad_annual
0.12
ctarjeta_debito_transacciones
0.11
Visa_msaldopesos
0.11
mcomisiones_mantenimiento
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_fechaalta
0.14
mcomisiones_otras
0.14
mcomisiones
0.13
ccomisiones_otras
0.13
mrentabilidad_annual
0.12
mrentabilidad
0.12
Master_Fvencimiento
0.12
Master_mlimitecompra
0.11
Master_mfinanciacion_limite
0.11
Visa_mlimitecompra
0.10
Visa_mfinanciacion_limite
0.10
cliente_edad
0.08
Visa_fechaalta
0.08
mforex_sell
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccomisiones_mantenimiento
0.87
cpayroll_trx
0.16
tcuentas
0.10
cforex_sell
0.08
ctarjeta_debito
0.07
cforex
0.07
mdescubierto_preacordado
0.07
ccajas_extracciones
0.06
tcallcenter
0.06
Visa_cadelantosefectivo
0.05
ccheques_depositados
0.05
cplazo_fijo
0.05
Master_madelantopesos
0.05
ctarjeta_visa
0.05
MOST FREQUENT VALUES
0.0
3,995
50.4%
1361.45
2,118
26.7%
1923.24
788
9.9%
1199.0
226
2.8%
1720.19
173
2.2%
2619.44
168
2.1%
680.72
81
1.0%
961.62
36
0.5%
-1361.45
32
0.4%
2344.83
27
0.3%
-1923.24
26
0.3%
1089.25
21
0.3%
1309.72
19
0.2%
807.3
17
0.2%
1207.7
17
0.2%
SMALLEST VALUES
-10298.92
1
<0.1%
-7858.32
1
<0.1%
-7692.98
1
<0.1%
-6807.29
1
<0.1%
-6565.63
1
<0.1%
-6535.09
1
<0.1%
-5994.36
2
<0.1%
-5931.7
1
<0.1%
-5769.73
1
<0.1%
-5446.29
1
<0.1%
-5238.88
1
<0.1%
-4765.1
1
<0.1%
-4635.75
1
<0.1%
-4357.03
1
<0.1%
-4129.33
1
<0.1%
LARGEST VALUES
3760.19
1
<0.1%
3485.58
1
<0.1%
3426.74
2
<0.1%
3152.13
3
<0.1%
3063.99
2
<0.1%
2910.48
1
<0.1%
2730.54
3
<0.1%
2619.44
168
2.1%
2527.49
6
<0.1%
2344.83
27
0.3%
2332.74
1
<0.1%
2168.75
2
<0.1%
2129.69
4
<0.1%
2038.58
3
<0.1%
2026.7
1
<0.1%
ccomisiones_otras
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
minversion1_pesos
0.39
ctrx_quarter
0.38
cproductos
0.34
ctarjeta_visa_debitos_automaticos
0.29
chomebanking_transacciones
0.28
ctarjeta_visa_transacciones
0.28
ctarjeta_debito_transacciones
0.22
ccuenta_debitos_automaticos
0.22
mtarjeta_visa_consumo
0.20
Visa_fechaalta
0.20
mttarjeta_visa_debitos_automaticos
0.20
Master_cconsumos
0.19
cpagomiscuentas
0.19
mrentabilidad_annual
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
active_quarter
0.35
cinversion1
0.34
thomebanking
0.26
internet
0.21
cseguro_accidentes_personales
0.18
tmobile_app
0.17
cforex
0.16
cforex_sell
0.16
cseguro_vivienda
0.16
ccomisiones_mantenimiento
0.15
cseguro_vida
0.15
ctarjeta_visa
0.13
mdescubierto_preacordado
0.12
cpayroll_trx
0.12
MOST FREQUENT VALUES
0
2,266
28.6%
2
1,861
23.5%
4
1,425
18.0%
6
970
12.2%
8
589
7.4%
10
312
3.9%
12
165
2.1%
14
60
0.8%
16
43
0.5%
13
30
0.4%
11
27
0.3%
9
24
0.3%
18
23
0.3%
7
23
0.3%
15
22
0.3%
SMALLEST VALUES
0
2,266
28.6%
1
2
<0.1%
2
1,861
23.5%
3
10
0.1%
4
1,425
18.0%
5
16
0.2%
6
970
12.2%
7
23
0.3%
8
589
7.4%
9
24
0.3%
10
312
3.9%
11
27
0.3%
12
165
2.1%
13
30
0.4%
14
60
0.8%
LARGEST VALUES
180
1
<0.1%
176
1
<0.1%
173
1
<0.1%
100
1
<0.1%
74
1
<0.1%
68
2
<0.1%
57
1
<0.1%
51
2
<0.1%
45
1
<0.1%
38
1
<0.1%
29
1
<0.1%
28
2
<0.1%
27
2
<0.1%
25
3
<0.1%
24
2
<0.1%
mcomisiones_otras
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcomisiones
1.00
mrentabilidad
0.74
mtransferencias_emitidas
0.39
ccheques_emitidos_rechazados
0.34
mcheques_emitidos_rechazados
0.34
ccheques_emitidos
0.32
mcheques_depositados_rechazados
0.31
mcheques_emitidos
0.29
mrentabilidad_annual
0.28
mcaja_ahorro
0.24
mpasivos_margen
0.23
mcomisiones_mantenimiento
0.14
ccomisiones_otras
0.13
ctrx_quarter
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_seguridad
0.31
ccheques_depositados_rechazados
0.27
ccajas_depositos
0.19
Master_madelantopesos
0.15
Master_cadelantosefectivo
0.15
ccaja_ahorro
0.12
ccomisiones_mantenimiento
0.12
ccheques_depositados
0.10
cprestamos_prendarios
0.09
tpaquete3
0.07
ctarjeta_debito
0.07
ccajas_transacciones
0.07
active_quarter
0.06
cplazo_fijo
0.05
MOST FREQUENT VALUES
0.0
2,270
28.6%
1221.91
652
8.2%
1726.11
231
2.9%
62.47
175
2.2%
1284.39
124
1.6%
1788.59
50
0.6%
1076.1
44
0.6%
2350.95
38
0.5%
1543.87
30
0.4%
6.98
24
0.3%
1228.89
13
0.2%
2413.42
13
0.2%
6.91
12
0.2%
1606.35
11
0.1%
610.95
9
0.1%
SMALLEST VALUES
-21713.14
1
<0.1%
-11510.03
1
<0.1%
-9988.3
1
<0.1%
-7251.02
1
<0.1%
-6109.54
1
<0.1%
-5892.65
1
<0.1%
-5426.51
1
<0.1%
-5367.43
1
<0.1%
-5206.3
1
<0.1%
-5178.33
1
<0.1%
-4825.57
1
<0.1%
-4701.9
1
<0.1%
-4031.57
1
<0.1%
-3452.22
1
<0.1%
-3234.94
1
<0.1%
LARGEST VALUES
398575.75
1
<0.1%
142130.3
1
<0.1%
123095.07
1
<0.1%
71754.33
1
<0.1%
50286.15
1
<0.1%
37726.18
1
<0.1%
35762.51
1
<0.1%
33243.6
1
<0.1%
26274.25
1
<0.1%
23780.16
1
<0.1%
23041.83
1
<0.1%
22706.64
1
<0.1%
20630.68
1
<0.1%
20004.69
1
<0.1%
19330.15
1
<0.1%
cforex
MISSING:
---
TOP CATEGORIES
0
7,523
95%
1
368
5%
2
30
<1%
3
8
<1%
4
1
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cforex
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
cforex_sell
0.92
cforex_buy
0.53
mpayroll2
0.19
cpayroll2_trx
0.15
ccajas_extracciones
0.12
mplazo_fijo_pesos
0.11
Visa_madelantodolares
0.11
ccajas_transacciones
0.04
cpayroll_trx
0.04
cplazo_fijo
0.03
cpagodeservicios
0.03

THESE FEATURES
GIVE INFORMATION
ON cforex:
cforex_sell
0.84
ccajas_extracciones
0.09
cforex_buy
0.08
thomebanking
0.06
ccajas_transacciones
0.05
cpayroll_trx
0.05
tmobile_app
0.04
internet
0.04
ctarjeta_visa
0.03
ctarjeta_master
0.02
mdescubierto_preacordado
0.02
cplazo_fijo
0.02
active_quarter
0.02
ccomisiones_mantenimiento
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cforex
CORRELATION RATIO WITH...
mforex_sell
0.93
mforex_buy
0.42
chomebanking_transacciones
0.21
ctrx_quarter
0.21
ctarjeta_debito_transacciones
0.17
cmobile_app_trx
0.16
ctransferencias_emitidas
0.16
ccomisiones_otras
0.16
cpagomiscuentas
0.14
ctransferencias_recibidas
0.13
mautoservicio
0.12
Visa_cconsumos
0.11
ctarjeta_master_debitos_automaticos
0.10
cextraccion_autoservicio
0.10
cforex_buy
MISSING:
---
TOP CATEGORIES
0
7,888
>99%
1
37
<1%
2
3
<1%
4
1
<1%
3
1
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cforex_buy
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
cforex
0.08
cpagodeservicios
0.01
ccajas_extracciones
0.01
ccajas_depositos
0.01
ccajas_transacciones
0.01
tcallcenter
0.01
cforex_sell
0.00
Master_status
0.00
active_quarter
0.00
thomebanking
0.00
cinversion2
0.00

THESE FEATURES
GIVE INFORMATION
ON cforex_buy:
cforex
0.53
ccajas_extracciones
0.07
thomebanking
0.05
active_quarter
0.05
ccajas_transacciones
0.04
tcallcenter
0.04
internet
0.04
cforex_sell
0.03
tmobile_app
0.02
ccajas_depositos
0.02
ccomisiones_mantenimiento
0.02
Master_status
0.02
ctarjeta_debito
0.02
ctarjeta_master
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cforex_buy
CORRELATION RATIO WITH...
mforex_buy
0.69
Master_mpagominimo
0.11
ctarjeta_master_debitos_automaticos
0.08
Master_msaldopesos
0.07
Master_msaldototal
0.07
Visa_mpagosdolares
0.07
Master_fechaalta
0.05
chomebanking_transacciones
0.05
ccallcenter_transacciones
0.05
Visa_mpagospesos
0.04
foto_mes
0.04
Visa_fechaalta
0.04
mttarjeta_visa_debitos_automaticos
0.03
cliente_antiguedad
0.03
mforex_buy
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mpagosdolares
0.07
Master_Finiciomora
0.04
foto_mes
-0.04
Master_mpagominimo
0.03
Visa_mpagospesos
-0.03
chomebanking_transacciones
0.02
Visa_Finiciomora
-0.02
ccomisiones_otras
0.02
mcaja_ahorro_dolares
0.02
mforex_sell
0.02
Visa_cconsumos
-0.02
Master_msaldopesos
0.02
Master_msaldototal
0.02
mcuentas_saldo
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cforex_buy
0.69
cforex
0.42
cpagodeservicios
0.07
ccajas_extracciones
0.06
ccajas_depositos
0.05
internet
0.04
thomebanking
0.04
ccajas_transacciones
0.04
tcallcenter
0.03
active_quarter
0.03
tmobile_app
0.03
cforex_sell
0.02
cpayroll_trx
0.02
cseguro_auto
0.02
MOST FREQUENT VALUES
0.0
7,888
99.5%
1.75
2
<0.1%
234.0
2
<0.1%
117.0
2
<0.1%
2.34
2
<0.1%
28.57
1
<0.1%
1.39
1
<0.1%
11.7
1
<0.1%
351.0
1
<0.1%
4.65
1
<0.1%
6.43
1
<0.1%
13.78
1
<0.1%
99.45
1
<0.1%
75.02
1
<0.1%
48.46
1
<0.1%
SMALLEST VALUES
0.0
7,888
99.5%
0.49
1
<0.1%
1.13
1
<0.1%
1.2
1
<0.1%
1.21
1
<0.1%
1.39
1
<0.1%
1.75
2
<0.1%
1.94
1
<0.1%
2.34
2
<0.1%
3.34
1
<0.1%
4.65
1
<0.1%
6.43
1
<0.1%
9.39
1
<0.1%
11.7
1
<0.1%
13.7
1
<0.1%
LARGEST VALUES
468.0
1
<0.1%
351.0
1
<0.1%
339.3
1
<0.1%
304.25
1
<0.1%
292.5
1
<0.1%
278.06
1
<0.1%
234.97
1
<0.1%
234.0
2
<0.1%
173.16
1
<0.1%
171.73
1
<0.1%
117.0
2
<0.1%
99.45
1
<0.1%
80.33
1
<0.1%
75.02
1
<0.1%
73.85
1
<0.1%
cforex_sell
MISSING:
---
TOP CATEGORIES
0
7,558
95%
1
343
4%
2
24
<1%
3
5
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cforex_sell
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
cforex
0.84
mpayroll2
0.20
cpayroll2_trx
0.16
ccajas_extracciones
0.11
mplazo_fijo_pesos
0.11
Visa_madelantodolares
0.11
cpayroll_trx
0.04
ccajas_transacciones
0.04
cplazo_fijo
0.03
cpagodeservicios
0.03
cforex_buy
0.03

THESE FEATURES
GIVE INFORMATION
ON cforex_sell:
cforex
0.92
ccajas_extracciones
0.09
thomebanking
0.06
cpayroll_trx
0.06
ccajas_transacciones
0.05
tmobile_app
0.05
internet
0.04
ctarjeta_visa
0.03
ctarjeta_master
0.02
cplazo_fijo
0.02
mdescubierto_preacordado
0.02
ccomisiones_mantenimiento
0.02
active_quarter
0.02
tpaquete4
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cforex_sell
CORRELATION RATIO WITH...
mforex_sell
0.98
ctrx_quarter
0.22
chomebanking_transacciones
0.21
ctarjeta_debito_transacciones
0.18
cmobile_app_trx
0.17
ctransferencias_emitidas
0.17
ccomisiones_otras
0.16
cpagomiscuentas
0.15
ctransferencias_recibidas
0.14
mautoservicio
0.13
Visa_cconsumos
0.11
cextraccion_autoservicio
0.10
ctarjeta_visa_transacciones
0.10
Visa_mpagospesos
0.09
mforex_sell
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctrx_quarter
0.21
chomebanking_transacciones
0.20
ctarjeta_debito_transacciones
0.16
ctransferencias_emitidas
0.16
Visa_Finiciomora
-0.16
cmobile_app_trx
0.16
cpagomiscuentas
0.15
ccomisiones_otras
0.15
ctransferencias_recibidas
0.13
mautoservicio
0.12
cextraccion_autoservicio
0.10
ctarjeta_visa_transacciones
0.09
mextraccion_autoservicio
0.09
ccuenta_debitos_automaticos
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cforex_sell
0.98
cforex
0.93
ccajas_extracciones
0.28
cpayroll_trx
0.20
ccajas_transacciones
0.17
tmobile_app
0.15
thomebanking
0.14
cplazo_fijo
0.12
internet
0.11
ctarjeta_visa
0.09
ccomisiones_mantenimiento
0.09
ctarjeta_master
0.09
tpaquete4
0.08
mdescubierto_preacordado
0.08
MOST FREQUENT VALUES
0.0
7,558
95.3%
234.0
316
4.0%
117.0
15
0.2%
222.3
6
<0.1%
175.5
3
<0.1%
23.4
3
<0.1%
1.17
3
<0.1%
228.15
3
<0.1%
210.6
2
<0.1%
198.9
1
<0.1%
58.5
1
<0.1%
11.7
1
<0.1%
29.6
1
<0.1%
54.99
1
<0.1%
81.9
1
<0.1%
SMALLEST VALUES
0.0
7,558
95.3%
1.17
3
<0.1%
1.28
1
<0.1%
2.3
1
<0.1%
11.7
1
<0.1%
14.62
1
<0.1%
23.4
3
<0.1%
29.6
1
<0.1%
30.33
1
<0.1%
54.99
1
<0.1%
58.5
1
<0.1%
71.12
1
<0.1%
81.9
1
<0.1%
104.13
1
<0.1%
107.64
1
<0.1%
LARGEST VALUES
234.0
316
4.0%
233.59
1
<0.1%
232.83
1
<0.1%
229.48
1
<0.1%
228.15
3
<0.1%
222.3
6
<0.1%
220.39
1
<0.1%
210.6
2
<0.1%
206.01
1
<0.1%
198.9
1
<0.1%
187.2
1
<0.1%
179.01
1
<0.1%
175.5
3
<0.1%
140.4
1
<0.1%
117.0
15
0.2%
ctransferencias_recibidas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctransferencias_emitidas
0.66
ctrx_quarter
0.53
mtransferencias_emitidas
0.42
mtransferencias_recibidas
0.37
cmobile_app_trx
0.32
chomebanking_transacciones
0.32
Visa_Finiciomora
-0.22
mextraccion_autoservicio
0.22
matm
0.21
cpagomiscuentas
0.21
cextraccion_autoservicio
0.19
catm_trx
0.19
ctarjeta_debito_transacciones
0.19
mautoservicio
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_extracciones
0.20
cpayroll_trx
0.17
thomebanking
0.15
ccheques_depositados
0.14
cforex_sell
0.14
cforex
0.13
ctarjeta_debito
0.12
tmobile_app
0.11
ccomisiones_mantenimiento
0.09
internet
0.09
tpaquete1
0.09
active_quarter
0.09
ccajas_transacciones
0.09
ctarjeta_visa
0.08
MOST FREQUENT VALUES
0
5,001
63.1%
1
1,449
18.3%
2
658
8.3%
3
295
3.7%
4
163
2.1%
5
103
1.3%
6
69
0.9%
7
49
0.6%
9
22
0.3%
8
19
0.2%
10
13
0.2%
11
12
0.2%
12
10
0.1%
15
10
0.1%
13
9
0.1%
SMALLEST VALUES
0
5,001
63.1%
1
1,449
18.3%
2
658
8.3%
3
295
3.7%
4
163
2.1%
5
103
1.3%
6
69
0.9%
7
49
0.6%
8
19
0.2%
9
22
0.3%
10
13
0.2%
11
12
0.2%
12
10
0.1%
13
9
0.1%
14
3
<0.1%
LARGEST VALUES
134
1
<0.1%
84
1
<0.1%
81
1
<0.1%
78
1
<0.1%
68
1
<0.1%
64
1
<0.1%
55
2
<0.1%
49
1
<0.1%
45
1
<0.1%
40
1
<0.1%
39
2
<0.1%
37
2
<0.1%
36
1
<0.1%
33
1
<0.1%
31
1
<0.1%
mtransferencias_recibidas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctransferencias_recibidas
0.37
ctransferencias_emitidas
0.21
ctrx_quarter
0.19
mpasivos_margen
0.18
mtransferencias_emitidas
0.17
mcaja_ahorro
0.15
Visa_mpagospesos
-0.13
chomebanking_transacciones
0.13
matm
0.12
mextraccion_autoservicio
0.12
Master_cconsumos
0.11
mrentabilidad
0.11
Visa_cconsumos
0.11
catm_trx
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados
0.14
cprestamos_prendarios
0.11
cplazo_fijo
0.11
cpagodeservicios
0.11
ccajas_extracciones
0.09
ccaja_seguridad
0.07
cseguro_auto
0.06
ccajas_transacciones
0.05
cinversion1
0.05
cpayroll_trx
0.05
tpaquete1
0.05
ctarjeta_visa
0.04
ccheques_depositados_rechazados
0.04
tpaquete3
0.04
MOST FREQUENT VALUES
0.0
5,001
63.1%
5850.0
76
1.0%
11700.0
70
0.9%
2340.0
53
0.7%
7020.0
44
0.6%
3510.0
38
0.5%
4680.0
38
0.5%
1170.0
38
0.5%
2925.0
37
0.5%
8190.0
30
0.4%
35100.0
28
0.4%
1755.0
28
0.4%
9360.0
27
0.3%
17550.0
24
0.3%
23400.0
23
0.3%
SMALLEST VALUES
0.0
5,001
63.1%
0.01
1
<0.1%
0.11
1
<0.1%
0.81
1
<0.1%
3.58
1
<0.1%
10.21
1
<0.1%
11.7
4
<0.1%
14.29
1
<0.1%
17.55
1
<0.1%
22.95
1
<0.1%
23.4
3
<0.1%
24.28
1
<0.1%
26.72
1
<0.1%
27.14
1
<0.1%
27.41
1
<0.1%
LARGEST VALUES
16031386.53
1
<0.1%
12221686.67
1
<0.1%
8658551.19
1
<0.1%
8452224.38
1
<0.1%
3897979.16
1
<0.1%
3433576.29
1
<0.1%
2787731.37
1
<0.1%
2749307.53
1
<0.1%
2727952.54
1
<0.1%
2694256.43
1
<0.1%
2465526.02
1
<0.1%
1712621.05
1
<0.1%
1579706.59
1
<0.1%
1477600.02
1
<0.1%
1469612.89
1
<0.1%
ctransferencias_emitidas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mtransferencias_emitidas
0.71
ctransferencias_recibidas
0.66
ctrx_quarter
0.64
cmobile_app_trx
0.42
chomebanking_transacciones
0.33
mextraccion_autoservicio
0.25
matm
0.25
ctarjeta_debito_transacciones
0.23
Master_mconsumospesos
0.23
Master_mconsumototal
0.23
cpagomiscuentas
0.23
cextraccion_autoservicio
0.22
catm_trx
0.22
mtransferencias_recibidas
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_extracciones
0.19
cpayroll_trx
0.18
cforex_sell
0.17
cforex
0.16
ctarjeta_debito
0.14
thomebanking
0.13
tmobile_app
0.11
ccajas_transacciones
0.11
cplazo_fijo
0.10
ccheques_depositados
0.10
ccomisiones_mantenimiento
0.09
tcallcenter
0.08
cinversion1
0.07
Visa_cadelantosefectivo
0.07
MOST FREQUENT VALUES
0
6,513
82.1%
1
514
6.5%
2
275
3.5%
3
175
2.2%
4
115
1.5%
5
69
0.9%
7
54
0.7%
6
51
0.6%
8
42
0.5%
9
29
0.4%
10
20
0.3%
11
11
0.1%
12
10
0.1%
13
7
<0.1%
14
7
<0.1%
SMALLEST VALUES
0
6,513
82.1%
1
514
6.5%
2
275
3.5%
3
175
2.2%
4
115
1.5%
5
69
0.9%
6
51
0.6%
7
54
0.7%
8
42
0.5%
9
29
0.4%
10
20
0.3%
11
11
0.1%
12
10
0.1%
13
7
<0.1%
14
7
<0.1%
LARGEST VALUES
225
1
<0.1%
54
2
<0.1%
50
1
<0.1%
47
1
<0.1%
46
1
<0.1%
45
1
<0.1%
44
1
<0.1%
30
3
<0.1%
29
1
<0.1%
27
2
<0.1%
23
2
<0.1%
22
4
<0.1%
21
1
<0.1%
20
3
<0.1%
19
1
<0.1%
mtransferencias_emitidas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctransferencias_emitidas
0.71
ctrx_quarter
0.44
ctransferencias_recibidas
0.42
mcomisiones
0.39
mcomisiones_otras
0.39
mrentabilidad
0.32
cmobile_app_trx
0.31
mcaja_ahorro
0.25
mpasivos_margen
0.22
Master_mconsumospesos
0.21
Master_mconsumototal
0.21
matm
0.20
mextraccion_autoservicio
0.20
catm_trx
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_seguridad
0.21
ccajas_extracciones
0.12
cpayroll_trx
0.09
ccheques_depositados
0.09
ctarjeta_visa_descuentos
0.08
ccajas_transacciones
0.08
thomebanking
0.07
ccajas_depositos
0.07
ccaja_ahorro
0.07
tmobile_app
0.06
ccuenta_corriente
0.06
cforex_sell
0.06
ctarjeta_debito
0.06
cforex
0.06
MOST FREQUENT VALUES
0.0
6,513
82.1%
11700.0
21
0.3%
3510.0
15
0.2%
234.0
12
0.2%
1170.0
11
0.1%
2340.0
11
0.1%
5850.0
10
0.1%
468.0
9
0.1%
29250.0
9
0.1%
1755.0
9
0.1%
23400.0
8
0.1%
585.0
8
0.1%
7605.0
8
0.1%
702.0
8
0.1%
35100.0
7
<0.1%
SMALLEST VALUES
0.0
6,513
82.1%
0.01
1
<0.1%
0.02
2
<0.1%
0.04
1
<0.1%
0.07
1
<0.1%
0.09
1
<0.1%
0.23
1
<0.1%
0.54
1
<0.1%
1.19
1
<0.1%
1.26
1
<0.1%
1.35
1
<0.1%
1.82
1
<0.1%
3.27
1
<0.1%
3.61
1
<0.1%
6.48
1
<0.1%
LARGEST VALUES
7066239.57
1
<0.1%
5079401.48
1
<0.1%
3012895.08
1
<0.1%
2961270.0
1
<0.1%
2539606.68
1
<0.1%
1904532.08
1
<0.1%
1737333.0
1
<0.1%
1331756.01
1
<0.1%
1050273.9
1
<0.1%
959552.42
1
<0.1%
955211.4
1
<0.1%
893880.0
1
<0.1%
863963.1
1
<0.1%
860652.0
1
<0.1%
813150.0
1
<0.1%
cextraccion_autoservicio
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
catm_trx
0.95
mextraccion_autoservicio
0.74
matm
0.70
catm_trx_other
0.47
ctrx_quarter
0.39
matm_other
0.35
mautoservicio
0.29
ctarjeta_debito_transacciones
0.28
ctransferencias_emitidas
0.22
cmobile_app_trx
0.21
mcaja_ahorro_adicional
0.20
ctransferencias_recibidas
0.19
Visa_Finiciomora
-0.17
mpasivos_margen
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.26
ccajas_extracciones
0.18
cpagodeservicios
0.15
ccheques_depositados
0.15
active_quarter
0.12
tmobile_app
0.12
thomebanking
0.12
ccaja_ahorro
0.11
ccajas_transacciones
0.11
cforex_sell
0.10
internet
0.10
cforex
0.10
ccomisiones_mantenimiento
0.08
tpaquete4
0.08
MOST FREQUENT VALUES
0
7,067
89.1%
1
233
2.9%
2
158
2.0%
3
116
1.5%
4
91
1.1%
5
62
0.8%
6
42
0.5%
7
32
0.4%
8
28
0.4%
9
26
0.3%
11
14
0.2%
12
8
0.1%
14
7
<0.1%
10
6
<0.1%
18
5
<0.1%
SMALLEST VALUES
0
7,067
89.1%
1
233
2.9%
2
158
2.0%
3
116
1.5%
4
91
1.1%
5
62
0.8%
6
42
0.5%
7
32
0.4%
8
28
0.4%
9
26
0.3%
10
6
<0.1%
11
14
0.2%
12
8
0.1%
13
4
<0.1%
14
7
<0.1%
LARGEST VALUES
85
1
<0.1%
73
1
<0.1%
46
1
<0.1%
37
1
<0.1%
34
1
<0.1%
32
1
<0.1%
30
1
<0.1%
29
1
<0.1%
26
1
<0.1%
23
3
<0.1%
22
4
<0.1%
21
2
<0.1%
20
1
<0.1%
19
3
<0.1%
18
5
<0.1%
mextraccion_autoservicio
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
matm
0.98
catm_trx
0.75
cextraccion_autoservicio
0.74
ctrx_quarter
0.33
matm_other
0.30
ctransferencias_emitidas
0.25
catm_trx_other
0.23
ctransferencias_recibidas
0.22
cmobile_app_trx
0.21
mtransferencias_emitidas
0.20
Master_mconsumosdolares
0.19
mautoservicio
0.19
ctarjeta_debito_transacciones
0.16
Visa_Finiciomora
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.16
ccajas_extracciones
0.14
ccheques_depositados
0.14
thomebanking
0.10
tmobile_app
0.10
ccajas_transacciones
0.10
active_quarter
0.09
cforex_sell
0.09
cforex
0.09
internet
0.07
ccaja_ahorro
0.07
cpagodeservicios
0.06
tpaquete4
0.06
cplazo_fijo
0.06
MOST FREQUENT VALUES
0.0
7,067
89.1%
11700.0
47
0.6%
5850.0
43
0.5%
17550.0
29
0.4%
4680.0
21
0.3%
2340.0
19
0.2%
9360.0
19
0.2%
3510.0
19
0.2%
23400.0
18
0.2%
8190.0
16
0.2%
7020.0
13
0.2%
29250.0
12
0.2%
46800.0
11
0.1%
1170.0
11
0.1%
15210.0
11
0.1%
SMALLEST VALUES
0.0
7,067
89.1%
117.0
2
<0.1%
234.0
1
<0.1%
351.0
3
<0.1%
468.0
2
<0.1%
585.0
8
0.1%
702.0
4
<0.1%
936.0
1
<0.1%
1053.0
4
<0.1%
1170.0
11
0.1%
1287.0
1
<0.1%
1404.0
1
<0.1%
1638.0
1
<0.1%
1755.0
7
<0.1%
1872.0
3
<0.1%
LARGEST VALUES
1010880.0
1
<0.1%
870948.0
1
<0.1%
547378.65
1
<0.1%
527670.0
1
<0.1%
497250.0
1
<0.1%
443430.0
1
<0.1%
410085.0
1
<0.1%
374323.95
1
<0.1%
355799.92
1
<0.1%
327600.0
1
<0.1%
320580.0
1
<0.1%
310437.64
1
<0.1%
292500.0
3
<0.1%
280123.54
1
<0.1%
277773.79
1
<0.1%
ccheques_depositados
MISSING:
---
TOP CATEGORIES
0
7,852
>99%
1
49
<1%
2
12
<1%
3
6
<1%
4
5
<1%
7
2
<1%
10
1
<1%
6
1
<1%
13
1
<1%
15
1
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccheques_depositados
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
ccheques_depositados_rechazados
0.19
tpaquete1
0.07
Master_cadelantosefectivo
0.07
Master_madelantopesos
0.07
ccajas_depositos
0.06
cseguro_auto
0.02
ccajas_transacciones
0.01
ccajas_extracciones
0.01
ctarjeta_visa_descuentos
0.01
ccuenta_corriente
0.01
ccaja_seguridad
0.01

THESE FEATURES
GIVE INFORMATION
ON ccheques_depositados:
ccajas_depositos
0.10
ccajas_transacciones
0.06
ccheques_depositados_rechazados
0.05
thomebanking
0.04
ctarjeta_debito
0.04
tmobile_app
0.03
active_quarter
0.03
ccajas_extracciones
0.03
ccomisiones_mantenimiento
0.03
internet
0.03
cseguro_vivienda
0.02
ctarjeta_visa
0.02
tpaquete1
0.02
cpayroll_trx
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados
CORRELATION RATIO WITH...
mcheques_depositados
0.90
mcaja_ahorro
0.40
mpasivos_margen
0.37
mcheques_emitidos
0.30
ccheques_emitidos
0.28
mcheques_depositados_rechazados
0.25
ctarjeta_debito_transacciones
0.20
ctrx_quarter
0.19
mrentabilidad_annual
0.19
mrentabilidad
0.18
mcheques_emitidos_rechazados
0.18
ccheques_emitidos_rechazados
0.18
cmobile_app_trx
0.16
catm_trx
0.15
mcheques_depositados
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ccheques_emitidos
0.27
mcheques_emitidos
0.27
mpasivos_margen
0.25
mcaja_ahorro
0.24
mcheques_depositados_rechazados
0.21
ctrx_quarter
0.17
mrentabilidad
0.17
Visa_mpagospesos
-0.16
mrentabilidad_annual
0.16
Master_mpagospesos
-0.15
mtarjeta_visa_consumo
0.12
Master_mconsumospesos
0.12
Master_mconsumototal
0.12
catm_trx
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados
0.90
ccheques_depositados_rechazados
0.28
ccajas_depositos
0.26
tpaquete1
0.19
cseguro_auto
0.18
ccajas_transacciones
0.12
ccajas_extracciones
0.07
cplazo_fijo
0.06
ccaja_ahorro
0.05
cseguro_vivienda
0.05
tpaquete3
0.05
Master_madelantopesos
0.04
Master_cadelantosefectivo
0.04
thomebanking
0.04
MOST FREQUENT VALUES
0.0
7,852
99.0%
11700.0
3
<0.1%
17550.0
2
<0.1%
50544.0
2
<0.1%
70200.0
2
<0.1%
32093.25
1
<0.1%
184379.97
1
<0.1%
23882.04
1
<0.1%
68938.44
1
<0.1%
2502.23
1
<0.1%
56472.63
1
<0.1%
220765.41
1
<0.1%
130338.09
1
<0.1%
6142.5
1
<0.1%
2024.7
1
<0.1%
SMALLEST VALUES
0.0
7,852
99.0%
2024.7
1
<0.1%
2502.23
1
<0.1%
3042.0
1
<0.1%
3726.45
1
<0.1%
5850.0
1
<0.1%
6142.5
1
<0.1%
6574.7
1
<0.1%
8190.0
1
<0.1%
9300.09
1
<0.1%
10314.59
1
<0.1%
11700.0
3
<0.1%
12018.24
1
<0.1%
13255.09
1
<0.1%
14625.0
1
<0.1%
LARGEST VALUES
1173839.58
1
<0.1%
1055775.36
1
<0.1%
982205.17
1
<0.1%
649291.38
1
<0.1%
648817.65
1
<0.1%
585000.0
1
<0.1%
409500.0
1
<0.1%
383017.45
1
<0.1%
376740.0
1
<0.1%
291897.43
1
<0.1%
258570.0
1
<0.1%
257079.98
1
<0.1%
234000.0
1
<0.1%
220765.41
1
<0.1%
187200.0
1
<0.1%
ccheques_emitidos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ccheques_emitidos_rechazados
0.90
mcheques_emitidos_rechazados
0.86
mcheques_emitidos
0.83
mcheques_depositados_rechazados
0.78
mcomisiones
0.32
mcomisiones_otras
0.32
mcheques_depositados
0.27
mrentabilidad
0.27
ctrx_quarter
0.24
cmobile_app_trx
0.14
mrentabilidad_annual
0.13
Visa_msaldopesos
0.10
Visa_msaldototal
0.10
Master_msaldopesos
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados_rechazados
0.71
ccajas_depositos
0.55
Master_madelantopesos
0.40
Master_cadelantosefectivo
0.40
ccheques_depositados
0.28
ccaja_ahorro
0.27
tpaquete3
0.10
ccajas_transacciones
0.08
cpagodeservicios
0.07
cseguro_auto
0.06
ctarjeta_debito
0.06
tpaquete1
0.05
ccajas_extracciones
0.05
tmobile_app
0.05
MOST FREQUENT VALUES
0
7,859
99.1%
1
21
0.3%
2
12
0.2%
3
10
0.1%
5
5
<0.1%
6
3
<0.1%
7
3
<0.1%
17
2
<0.1%
10
2
<0.1%
13
2
<0.1%
14
2
<0.1%
95
1
<0.1%
9
1
<0.1%
11
1
<0.1%
19
1
<0.1%
SMALLEST VALUES
0
7,859
99.1%
1
21
0.3%
2
12
0.2%
3
10
0.1%
4
1
<0.1%
5
5
<0.1%
6
3
<0.1%
7
3
<0.1%
8
1
<0.1%
9
1
<0.1%
10
2
<0.1%
11
1
<0.1%
13
2
<0.1%
14
2
<0.1%
16
1
<0.1%
LARGEST VALUES
95
1
<0.1%
49
1
<0.1%
28
1
<0.1%
19
1
<0.1%
17
2
<0.1%
16
1
<0.1%
14
2
<0.1%
13
2
<0.1%
11
1
<0.1%
10
2
<0.1%
9
1
<0.1%
8
1
<0.1%
7
3
<0.1%
6
3
<0.1%
5
5
<0.1%
mcheques_emitidos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ccheques_emitidos
0.83
mcheques_emitidos_rechazados
0.82
mcheques_depositados_rechazados
0.79
ccheques_emitidos_rechazados
0.76
mcomisiones
0.29
mcomisiones_otras
0.29
mcheques_depositados
0.27
mrentabilidad
0.27
ctrx_quarter
0.20
mpasivos_margen
0.17
mrentabilidad_annual
0.16
cmobile_app_trx
0.12
Visa_Fvencimiento
-0.12
Master_mpagospesos
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados_rechazados
0.68
ccajas_depositos
0.55
Master_madelantopesos
0.49
Master_cadelantosefectivo
0.49
ccheques_depositados
0.30
ccaja_ahorro
0.20
cseguro_auto
0.09
tpaquete3
0.09
ccajas_transacciones
0.07
ctarjeta_visa
0.07
ctarjeta_debito
0.07
tpaquete1
0.06
cpagodeservicios
0.06
ccajas_extracciones
0.05
MOST FREQUENT VALUES
0.0
7,859
99.1%
17550.0
4
<0.1%
323797.5
1
<0.1%
62978.76
1
<0.1%
12097.8
1
<0.1%
245700.0
1
<0.1%
59962.5
1
<0.1%
59202.0
1
<0.1%
172633.5
1
<0.1%
17766.69
1
<0.1%
498050.5
1
<0.1%
337779.0
1
<0.1%
9737.91
1
<0.1%
2327451.75
1
<0.1%
149303.7
1
<0.1%
SMALLEST VALUES
0.0
7,859
99.1%
1579.5
1
<0.1%
2340.0
1
<0.1%
4680.0
1
<0.1%
5850.0
1
<0.1%
6562.53
1
<0.1%
7312.5
1
<0.1%
7605.0
1
<0.1%
9737.91
1
<0.1%
10617.75
1
<0.1%
11115.0
1
<0.1%
11700.0
1
<0.1%
11817.0
1
<0.1%
12097.8
1
<0.1%
14040.0
1
<0.1%
LARGEST VALUES
2702234.03
1
<0.1%
2327451.75
1
<0.1%
2193200.39
1
<0.1%
1095120.0
1
<0.1%
1006596.63
1
<0.1%
498050.5
1
<0.1%
494347.04
1
<0.1%
454932.27
1
<0.1%
450450.0
1
<0.1%
398652.23
1
<0.1%
344812.96
1
<0.1%
337985.23
1
<0.1%
337779.0
1
<0.1%
323797.5
1
<0.1%
317070.0
1
<0.1%
ccheques_depositados_rechazados
MISSING:
---
TOP CATEGORIES
0
7,912
>99%
1
13
<1%
4
2
<1%
2
2
<1%
7
1
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccheques_depositados_rechazados
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
Master_cadelantosefectivo
0.13
Master_madelantopesos
0.13
ccheques_depositados
0.05
ccajas_depositos
0.03
tpaquete1
0.02
tpaquete3
0.01
cseguro_auto
0.01
ccajas_transacciones
0.01
ccaja_ahorro
0.00
tcallcenter
0.00
Visa_status
0.00

THESE FEATURES
GIVE INFORMATION
ON ccheques_depositados_rechazados:
ccajas_depositos
0.20
ccheques_depositados
0.19
ccajas_transacciones
0.12
ccaja_ahorro
0.07
Master_madelantopesos
0.07
Master_cadelantosefectivo
0.07
tpaquete3
0.07
tcallcenter
0.06
cseguro_accidentes_personales
0.06
Visa_status
0.05
ctarjeta_debito
0.05
tmobile_app
0.05
mdescubierto_preacordado
0.05
ctarjeta_master
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados_rechazados
CORRELATION RATIO WITH...
mcheques_depositados_rechazados
0.89
mcheques_emitidos_rechazados
0.76
ccheques_emitidos_rechazados
0.76
ccheques_emitidos
0.71
mcheques_emitidos
0.68
mcheques_depositados
0.28
mcomisiones
0.27
mcomisiones_otras
0.27
mrentabilidad
0.21
ctrx_quarter
0.14
cmobile_app_trx
0.14
mrentabilidad_annual
0.13
mcaja_ahorro
0.11
mpasivos_margen
0.11
mcheques_depositados_rechazados
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcheques_emitidos_rechazados
0.89
ccheques_emitidos_rechazados
0.81
mcheques_emitidos
0.79
ccheques_emitidos
0.78
mcomisiones
0.31
mcomisiones_otras
0.31
mrentabilidad
0.24
mcheques_depositados
0.21
ctrx_quarter
0.15
cmobile_app_trx
0.13
Master_Finiciomora
-0.12
mrentabilidad_annual
0.10
ccallcenter_transacciones
0.06
Visa_msaldopesos
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados_rechazados
0.89
ccajas_depositos
0.70
Master_cadelantosefectivo
0.66
Master_madelantopesos
0.66
ccheques_depositados
0.25
ccaja_ahorro
0.21
tpaquete3
0.13
ccajas_transacciones
0.07
tcallcenter
0.06
cseguro_auto
0.04
ctarjeta_debito
0.04
tmobile_app
0.03
cseguro_vivienda
0.03
internet
0.02
MOST FREQUENT VALUES
0.0
7,912
99.8%
117000.0
1
<0.1%
70024.5
1
<0.1%
70200.0
1
<0.1%
12870.0
1
<0.1%
10833.03
1
<0.1%
21235.5
1
<0.1%
431730.0
1
<0.1%
19890.0
1
<0.1%
9477.0
1
<0.1%
182052.0
1
<0.1%
124049.46
1
<0.1%
87750.0
1
<0.1%
25155.0
1
<0.1%
2164.5
1
<0.1%
SMALLEST VALUES
0.0
7,912
99.8%
2164.5
1
<0.1%
9477.0
1
<0.1%
10833.03
1
<0.1%
12870.0
1
<0.1%
19890.0
1
<0.1%
21235.5
1
<0.1%
25155.0
1
<0.1%
52284.66
1
<0.1%
58909.5
1
<0.1%
60723.0
1
<0.1%
70024.5
1
<0.1%
70200.0
1
<0.1%
87750.0
1
<0.1%
117000.0
1
<0.1%
LARGEST VALUES
431730.0
1
<0.1%
385116.57
1
<0.1%
182052.0
1
<0.1%
124049.46
1
<0.1%
117000.0
1
<0.1%
87750.0
1
<0.1%
70200.0
1
<0.1%
70024.5
1
<0.1%
60723.0
1
<0.1%
58909.5
1
<0.1%
52284.66
1
<0.1%
25155.0
1
<0.1%
21235.5
1
<0.1%
19890.0
1
<0.1%
12870.0
1
<0.1%
ccheques_emitidos_rechazados
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcheques_emitidos_rechazados
0.94
ccheques_emitidos
0.90
mcheques_depositados_rechazados
0.81
mcheques_emitidos
0.76
mcomisiones
0.34
mcomisiones_otras
0.34
mrentabilidad
0.25
ctrx_quarter
0.16
mcheques_depositados
0.11
cmobile_app_trx
0.08
mrentabilidad_annual
0.08
Master_Finiciomora
-0.05
Master_mpagospesos
-0.04
foto_mes
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados_rechazados
0.76
ccajas_depositos
0.50
Master_madelantopesos
0.37
Master_cadelantosefectivo
0.37
ccaja_ahorro
0.31
ccheques_depositados
0.18
tpaquete3
0.10
ccajas_transacciones
0.05
tcallcenter
0.05
ctarjeta_debito
0.04
tmobile_app
0.04
mdescubierto_preacordado
0.03
ctarjeta_visa
0.03
Master_delinquency
0.03
MOST FREQUENT VALUES
0
7,896
99.6%
1
14
0.2%
2
7
<0.1%
14
2
<0.1%
4
2
<0.1%
3
2
<0.1%
7
2
<0.1%
6
1
<0.1%
12
1
<0.1%
74
1
<0.1%
5
1
<0.1%
32
1
<0.1%
SMALLEST VALUES
0
7,896
99.6%
1
14
0.2%
2
7
<0.1%
3
2
<0.1%
4
2
<0.1%
5
1
<0.1%
6
1
<0.1%
7
2
<0.1%
12
1
<0.1%
14
2
<0.1%
32
1
<0.1%
74
1
<0.1%
LARGEST VALUES
74
1
<0.1%
32
1
<0.1%
14
2
<0.1%
12
1
<0.1%
7
2
<0.1%
6
1
<0.1%
5
1
<0.1%
4
2
<0.1%
3
2
<0.1%
2
7
<0.1%
1
14
0.2%
0
7,896
99.6%
mcheques_emitidos_rechazados
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ccheques_emitidos_rechazados
0.94
mcheques_depositados_rechazados
0.89
ccheques_emitidos
0.86
mcheques_emitidos
0.82
mcomisiones
0.34
mcomisiones_otras
0.34
mrentabilidad
0.25
ctrx_quarter
0.15
mcheques_depositados
0.11
mrentabilidad_annual
0.11
cmobile_app_trx
0.10
Master_Finiciomora
-0.04
ccallcenter_transacciones
0.04
foto_mes
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados_rechazados
0.76
ccajas_depositos
0.57
Master_madelantopesos
0.49
Master_cadelantosefectivo
0.49
ccaja_ahorro
0.27
ccheques_depositados
0.18
tpaquete3
0.10
ctarjeta_debito
0.05
ccajas_transacciones
0.05
tcallcenter
0.05
tmobile_app
0.04
ctarjeta_visa
0.03
ctarjeta_master
0.02
internet
0.02
MOST FREQUENT VALUES
0.0
7,896
99.6%
4680.0
2
<0.1%
14040.0
2
<0.1%
31757.31
1
<0.1%
351487.89
1
<0.1%
1680324.75
1
<0.1%
107640.0
1
<0.1%
226598.5
1
<0.1%
10617.75
1
<0.1%
4095.0
1
<0.1%
59202.0
1
<0.1%
37440.0
1
<0.1%
81900.0
1
<0.1%
231877.29
1
<0.1%
290160.0
1
<0.1%
SMALLEST VALUES
0.0
7,896
99.6%
4095.0
1
<0.1%
4680.0
2
<0.1%
10617.75
1
<0.1%
12097.8
1
<0.1%
12870.0
1
<0.1%
14040.0
2
<0.1%
15141.78
1
<0.1%
15210.0
1
<0.1%
17550.0
1
<0.1%
30156.96
1
<0.1%
31757.31
1
<0.1%
37440.0
1
<0.1%
45630.0
1
<0.1%
59202.0
1
<0.1%
LARGEST VALUES
2582285.63
1
<0.1%
1680324.75
1
<0.1%
1095120.0
1
<0.1%
454932.27
1
<0.1%
351487.89
1
<0.1%
347197.5
1
<0.1%
296682.75
1
<0.1%
290160.0
1
<0.1%
245700.0
1
<0.1%
238800.28
1
<0.1%
231877.29
1
<0.1%
226598.5
1
<0.1%
172633.5
1
<0.1%
114952.5
1
<0.1%
109980.0
1
<0.1%
tcallcenter
MISSING:
---
TOP CATEGORIES
0
7,264
92%
1
666
8%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tcallcenter
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
Master_madelantopesos
0.13
Master_cadelantosefectivo
0.10
Visa_cadelantosefectivo
0.06
ccheques_depositados_rechazados
0.06
cforex_buy
0.04
thomebanking
0.04
Master_status
0.03
Visa_status
0.02
active_quarter
0.02
internet
0.02
ccheques_depositados
0.02

THESE FEATURES
GIVE INFORMATION
ON tcallcenter:
thomebanking
0.09
internet
0.05
active_quarter
0.05
tmobile_app
0.03
Visa_status
0.03
Master_status
0.02
ccomisiones_mantenimiento
0.01
ccajas_transacciones
0.01
cpayroll_trx
0.01
cforex
0.01
ccajas_extracciones
0.01
cforex_sell
0.01
cforex_buy
0.01
ccajas_depositos
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tcallcenter
CORRELATION RATIO WITH...
ccallcenter_transacciones
0.60
chomebanking_transacciones
0.23
cmobile_app_trx
0.16
ctrx_quarter
0.16
ctarjeta_visa_transacciones
0.13
ctarjeta_debito_transacciones
0.12
ccomisiones_otras
0.11
Visa_mpagospesos
0.11
Visa_cconsumos
0.10
mtarjeta_visa_consumo
0.09
ctarjeta_master_transacciones
0.09
ctarjeta_visa_debitos_automaticos
0.08
ctransferencias_emitidas
0.08
ctransferencias_recibidas
0.07
ccallcenter_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
chomebanking_transacciones
0.22
cmobile_app_trx
0.15
Visa_Finiciomora
-0.13
ctrx_quarter
0.11
ctarjeta_master_transacciones
0.09
ctarjeta_visa_transacciones
0.08
mttarjeta_master_debitos_automaticos
0.08
Master_cconsumos
0.08
mtarjeta_visa_consumo
0.07
mcheques_depositados_rechazados
0.06
ccomisiones_otras
0.06
Visa_madelantopesos
0.06
ctarjeta_debito_transacciones
0.06
Visa_mpagospesos
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tcallcenter
0.60
Master_madelantopesos
0.35
Master_cadelantosefectivo
0.35
Visa_cadelantosefectivo
0.21
cseguro_accidentes_personales
0.15
thomebanking
0.15
Visa_status
0.13
Master_status
0.13
ccomisiones_mantenimiento
0.11
internet
0.10
tmobile_app
0.09
ccajas_transacciones
0.09
active_quarter
0.09
ccajas_depositos
0.08
MOST FREQUENT VALUES
0
7,264
91.6%
1
184
2.3%
2
123
1.6%
3
96
1.2%
4
73
0.9%
5
53
0.7%
6
35
0.4%
7
18
0.2%
8
17
0.2%
9
14
0.2%
10
9
0.1%
11
8
0.1%
13
7
<0.1%
12
5
<0.1%
15
5
<0.1%
SMALLEST VALUES
0
7,264
91.6%
1
184
2.3%
2
123
1.6%
3
96
1.2%
4
73
0.9%
5
53
0.7%
6
35
0.4%
7
18
0.2%
8
17
0.2%
9
14
0.2%
10
9
0.1%
11
8
0.1%
12
5
<0.1%
13
7
<0.1%
14
1
<0.1%
LARGEST VALUES
60
1
<0.1%
56
1
<0.1%
45
1
<0.1%
38
1
<0.1%
31
1
<0.1%
29
1
<0.1%
27
1
<0.1%
23
1
<0.1%
22
1
<0.1%
21
3
<0.1%
18
2
<0.1%
17
2
<0.1%
16
2
<0.1%
15
5
<0.1%
14
1
<0.1%
thomebanking
MISSING:
---
TOP CATEGORIES
0
4,271
54%
1
3,659
46%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
thomebanking
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
internet
0.26
active_quarter
0.17
tcallcenter
0.09
ccajas_extracciones
0.09
mplazo_fijo_pesos
0.08
cpayroll2_trx
0.08
mpayroll2
0.07
Visa_madelantodolares
0.07
ccajeros_propios_descuentos
0.07
ctarjeta_visa_descuentos
0.07
mcuenta_corriente_adicional
0.07

THESE FEATURES
GIVE INFORMATION
ON thomebanking:
internet
0.27
active_quarter
0.14
tcallcenter
0.04
tmobile_app
0.03
mdescubierto_preacordado
0.03
ctarjeta_visa
0.03
ctarjeta_master
0.02
ccajas_extracciones
0.02
cforex
0.02
cforex_sell
0.02
ccajas_transacciones
0.02
cpayroll_trx
0.01
cplazo_fijo
0.01
ctarjeta_visa_descuentos
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
thomebanking
CORRELATION RATIO WITH...
chomebanking_transacciones
0.44
ctrx_quarter
0.30
ccomisiones_otras
0.26
ctarjeta_visa_transacciones
0.23
Visa_fechaalta
0.20
Visa_cconsumos
0.19
Visa_mpagospesos
0.18
mtarjeta_visa_consumo
0.18
Master_fechaalta
0.18
cpagomiscuentas
0.18
cproductos
0.17
ctarjeta_debito_transacciones
0.17
Visa_mfinanciacion_limite
0.17
Visa_mlimitecompra
0.16
chomebanking_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctrx_quarter
0.46
cpagomiscuentas
0.33
ctransferencias_emitidas
0.33
ctransferencias_recibidas
0.32
ctarjeta_visa_transacciones
0.30
ccomisiones_otras
0.28
mtarjeta_visa_consumo
0.27
Master_Finiciomora
-0.24
Visa_Finiciomora
-0.24
Visa_mpagospesos
-0.24
ctarjeta_debito_transacciones
0.23
ctarjeta_master_transacciones
0.22
ccallcenter_transacciones
0.22
ctarjeta_visa_debitos_automaticos
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
thomebanking
0.44
internet
0.26
ccajas_extracciones
0.25
active_quarter
0.23
tcallcenter
0.23
cforex
0.21
cforex_sell
0.21
cplazo_fijo
0.16
cpayroll_trx
0.15
tmobile_app
0.15
ctarjeta_master
0.14
ccajas_transacciones
0.14
ctarjeta_visa
0.14
ccaja_ahorro
0.13
MOST FREQUENT VALUES
0
4,295
54.2%
2
180
2.3%
1
170
2.1%
3
135
1.7%
6
123
1.6%
4
123
1.6%
5
123
1.6%
7
119
1.5%
8
106
1.3%
9
96
1.2%
12
89
1.1%
10
84
1.1%
14
76
1.0%
15
70
0.9%
19
65
0.8%
SMALLEST VALUES
0
4,295
54.2%
1
170
2.1%
2
180
2.3%
3
135
1.7%
4
123
1.6%
5
123
1.6%
6
123
1.6%
7
119
1.5%
8
106
1.3%
9
96
1.2%
10
84
1.1%
11
63
0.8%
12
89
1.1%
13
53
0.7%
14
76
1.0%
LARGEST VALUES
1170
1
<0.1%
625
1
<0.1%
551
1
<0.1%
549
1
<0.1%
518
1
<0.1%
483
1
<0.1%
480
1
<0.1%
479
1
<0.1%
431
1
<0.1%
383
1
<0.1%
348
1
<0.1%
345
1
<0.1%
331
1
<0.1%
325
1
<0.1%
321
1
<0.1%
ccajas_transacciones
MISSING:
---
TOP CATEGORIES
0
7,303
92%
1
627
8%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajas_transacciones
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
ccajas_extracciones
0.56
ccajas_depositos
0.47
mpayroll2
0.17
Master_madelantopesos
0.14
cpayroll2_trx
0.13
ccheques_depositados_rechazados
0.12
Master_cadelantosefectivo
0.11
ccheques_depositados
0.06
cforex
0.05
cforex_sell
0.05
cforex_buy
0.04

THESE FEATURES
GIVE INFORMATION
ON ccajas_transacciones:
ccajas_extracciones
0.34
ccajas_depositos
0.20
active_quarter
0.04
thomebanking
0.04
cforex
0.04
cforex_sell
0.04
internet
0.03
tmobile_app
0.02
ccheques_depositados
0.01
tcallcenter
0.01
ccaja_ahorro
0.01
Visa_status
0.01
mdescubierto_preacordado
0.01
Master_status
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_transacciones
CORRELATION RATIO WITH...
ccajas_consultas
0.47
ccajas_otras
0.30
ctrx_quarter
0.21
mforex_sell
0.17
mrentabilidad_annual
0.15
chomebanking_transacciones
0.14
mrentabilidad
0.14
Visa_mpagospesos
0.13
cmobile_app_trx
0.13
mpasivos_margen
0.12
mcheques_depositados
0.12
ccomisiones_otras
0.12
ctarjeta_visa_transacciones
0.12
Visa_cconsumos
0.11
ccajas_consultas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ccajas_otras
0.26
mprestamos_personales
0.19
Master_Finiciomora
-0.13
Visa_mpagospesos
-0.11
mrentabilidad_annual
0.09
Master_msaldopesos
0.09
Master_msaldototal
0.09
Visa_mconsumospesos
0.08
Visa_mconsumototal
0.08
Master_mpagominimo
0.07
ctrx_quarter
0.07
Master_mpagado
0.06
mactivos_margen
0.06
Visa_cconsumos
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_transacciones
0.47
ccajas_extracciones
0.22
ccajas_depositos
0.21
cpayroll_trx
0.09
mdescubierto_preacordado
0.07
active_quarter
0.06
ccaja_ahorro
0.06
ctarjeta_visa
0.06
ctarjeta_master
0.05
ccomisiones_mantenimiento
0.05
internet
0.05
tpaquete3
0.05
cseguro_auto
0.05
cforex
0.05
MOST FREQUENT VALUES
0
7,547
95.2%
1
196
2.5%
2
83
1.0%
3
52
0.7%
4
20
0.3%
5
14
0.2%
6
9
0.1%
8
3
<0.1%
10
3
<0.1%
7
1
<0.1%
11
1
<0.1%
45
1
<0.1%
SMALLEST VALUES
0
7,547
95.2%
1
196
2.5%
2
83
1.0%
3
52
0.7%
4
20
0.3%
5
14
0.2%
6
9
0.1%
7
1
<0.1%
8
3
<0.1%
10
3
<0.1%
11
1
<0.1%
45
1
<0.1%
LARGEST VALUES
45
1
<0.1%
11
1
<0.1%
10
3
<0.1%
8
3
<0.1%
7
1
<0.1%
6
9
0.1%
5
14
0.2%
4
20
0.3%
3
52
0.7%
2
83
1.0%
1
196
2.5%
0
7,547
95.2%
ccajas_depositos
MISSING:
---
TOP CATEGORIES
0
7,763
98%
1
127
2%
2
24
<1%
3
7
<1%
4
5
<1%
5
2
<1%
8
1
<1%
12
1
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajas_depositos
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
Master_madelantopesos
0.29
Master_cadelantosefectivo
0.27
ccajas_transacciones
0.20
ccheques_depositados_rechazados
0.20
ccheques_depositados
0.10
Visa_cadelantosefectivo
0.06
tpaquete1
0.03
cforex_buy
0.02
ctarjeta_visa_descuentos
0.02
ccajas_extracciones
0.02
cseguro_auto
0.02

THESE FEATURES
GIVE INFORMATION
ON ccajas_depositos:
ccajas_transacciones
0.47
ccheques_depositados
0.06
active_quarter
0.04
ccheques_depositados_rechazados
0.03
ccajas_extracciones
0.03
thomebanking
0.03
Master_madelantopesos
0.02
Master_cadelantosefectivo
0.02
tmobile_app
0.02
internet
0.02
ctarjeta_debito
0.02
ccomisiones_mantenimiento
0.02
ccaja_ahorro
0.01
Visa_status
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_depositos
CORRELATION RATIO WITH...
mcheques_depositados_rechazados
0.70
mcheques_emitidos_rechazados
0.57
mcheques_emitidos
0.55
ccheques_emitidos
0.55
ccheques_emitidos_rechazados
0.50
mtarjeta_master_consumo
0.27
mcheques_depositados
0.26
Master_mconsumospesos
0.26
Master_mconsumototal
0.26
ctrx_quarter
0.21
ccajas_consultas
0.21
Master_msaldopesos
0.20
Master_msaldototal
0.19
mtarjeta_visa_consumo
0.19
ccajas_extracciones
MISSING:
---
TOP CATEGORIES
0
7,664
97%
1
215
3%
2
43
<1%
4
3
<1%
3
3
<1%
5
2
<1%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajas_extracciones
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
ccajas_transacciones
0.34
mpayroll2
0.12
cpagodeservicios
0.10
cforex
0.09
cforex_sell
0.09
cpayroll2_trx
0.08
cforex_buy
0.07
ccheques_depositados
0.03
ccajas_depositos
0.03
ctarjeta_visa_descuentos
0.03
thomebanking
0.02

THESE FEATURES
GIVE INFORMATION
ON ccajas_extracciones:
ccajas_transacciones
0.56
cforex
0.12
cforex_sell
0.11
thomebanking
0.09
active_quarter
0.05
internet
0.04
tmobile_app
0.03
cpayroll_trx
0.03
ccajas_depositos
0.02
ccomisiones_mantenimiento
0.02
ccaja_ahorro
0.02
cforex_buy
0.01
ccheques_depositados
0.01
cplazo_fijo
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_extracciones
CORRELATION RATIO WITH...
mpagodeservicios
0.65
mforex_sell
0.28
chomebanking_transacciones
0.25
ctrx_quarter
0.22
ccajas_consultas
0.22
mpasivos_margen
0.21
ctransferencias_recibidas
0.20
ctransferencias_emitidas
0.19
catm_trx
0.18
cextraccion_autoservicio
0.18
mautoservicio
0.14
cmobile_app_trx
0.14
mextraccion_autoservicio
0.14
ctarjeta_visa_transacciones
0.14
ccajas_otras
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ccajas_consultas
0.26
Visa_fultimo_cierre
0.20
mrentabilidad_annual
0.15
mprestamos_personales
0.11
mactivos_margen
0.08
Visa_mpagominimo
0.07
Visa_Finiciomora
0.06
mrentabilidad
0.06
Visa_mpagospesos
-0.06
cprestamos_personales
0.06
Visa_msaldopesos
0.05
Visa_msaldototal
0.05
Master_mpagosdolares
0.05
Master_msaldopesos
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_transacciones
0.30
ccajas_depositos
0.13
mdescubierto_preacordado
0.08
ccajas_extracciones
0.07
Visa_status
0.06
ctarjeta_visa
0.06
ctarjeta_master
0.05
cseguro_vida
0.05
active_quarter
0.04
cseguro_vivienda
0.04
Master_madelantopesos
0.04
internet
0.04
cseguro_auto
0.04
Visa_cadelantosefectivo
0.04
MOST FREQUENT VALUES
0
7,747
97.7%
1
92
1.2%
2
55
0.7%
3
12
0.2%
5
6
<0.1%
4
6
<0.1%
7
3
<0.1%
6
3
<0.1%
15
2
<0.1%
9
2
<0.1%
36
1
<0.1%
10
1
<0.1%
SMALLEST VALUES
0
7,747
97.7%
1
92
1.2%
2
55
0.7%
3
12
0.2%
4
6
<0.1%
5
6
<0.1%
6
3
<0.1%
7
3
<0.1%
9
2
<0.1%
10
1
<0.1%
15
2
<0.1%
36
1
<0.1%
LARGEST VALUES
36
1
<0.1%
15
2
<0.1%
10
1
<0.1%
9
2
<0.1%
7
3
<0.1%
6
3
<0.1%
5
6
<0.1%
4
6
<0.1%
3
12
0.2%
2
55
0.7%
1
92
1.2%
0
7,747
97.7%
catm_trx
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cextraccion_autoservicio
0.95
matm
0.75
mextraccion_autoservicio
0.75
ctrx_quarter
0.35
mautoservicio
0.26
ctarjeta_debito_transacciones
0.22
ctransferencias_emitidas
0.22
Master_Finiciomora
-0.20
cmobile_app_trx
0.19
mcaja_ahorro_adicional
0.19
ctransferencias_recibidas
0.19
mtransferencias_emitidas
0.18
mpasivos_margen
0.17
catm_trx_other
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.22
ccajas_extracciones
0.18
cpagodeservicios
0.16
ccheques_depositados
0.15
ccajas_transacciones
0.11
thomebanking
0.11
active_quarter
0.10
tmobile_app
0.10
ccaja_ahorro
0.09
internet
0.09
ccajas_depositos
0.09
cforex_sell
0.09
cforex
0.08
cplazo_fijo
0.08
MOST FREQUENT VALUES
0
7,223
91.1%
1
211
2.7%
2
152
1.9%
3
91
1.1%
4
61
0.8%
5
41
0.5%
6
31
0.4%
7
25
0.3%
8
19
0.2%
9
18
0.2%
11
11
0.1%
12
8
0.1%
17
4
<0.1%
10
4
<0.1%
18
4
<0.1%
SMALLEST VALUES
0
7,223
91.1%
1
211
2.7%
2
152
1.9%
3
91
1.1%
4
61
0.8%
5
41
0.5%
6
31
0.4%
7
25
0.3%
8
19
0.2%
9
18
0.2%
10
4
<0.1%
11
11
0.1%
12
8
0.1%
13
3
<0.1%
14
4
<0.1%
LARGEST VALUES
85
1
<0.1%
68
1
<0.1%
42
1
<0.1%
37
1
<0.1%
30
1
<0.1%
29
2
<0.1%
26
1
<0.1%
23
3
<0.1%
22
1
<0.1%
21
1
<0.1%
19
1
<0.1%
18
4
<0.1%
17
4
<0.1%
16
3
<0.1%
15
3
<0.1%
matm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mextraccion_autoservicio
0.98
catm_trx
0.75
cextraccion_autoservicio
0.70
ctrx_quarter
0.31
ctransferencias_emitidas
0.25
ctransferencias_recibidas
0.21
mtransferencias_emitidas
0.20
cmobile_app_trx
0.20
Master_mconsumosdolares
0.19
mautoservicio
0.17
mpasivos_margen
0.14
ctarjeta_debito_transacciones
0.14
mtarjeta_visa_consumo
0.13
chomebanking_transacciones
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados
0.14
ccajas_extracciones
0.14
cpayroll_trx
0.14
thomebanking
0.10
ccajas_transacciones
0.10
tmobile_app
0.09
active_quarter
0.08
cforex_sell
0.08
cforex
0.08
internet
0.07
ccaja_ahorro
0.06
cpagodeservicios
0.06
cplazo_fijo
0.06
tpaquete4
0.05
MOST FREQUENT VALUES
0.0
7,223
91.1%
11700.0
40
0.5%
5850.0
40
0.5%
23400.0
22
0.3%
2340.0
17
0.2%
4680.0
17
0.2%
3510.0
16
0.2%
17550.0
16
0.2%
35100.0
16
0.2%
9360.0
15
0.2%
1170.0
14
0.2%
58500.0
14
0.2%
29250.0
11
0.1%
8190.0
10
0.1%
5265.0
9
0.1%
SMALLEST VALUES
0.0
7,223
91.1%
117.0
2
<0.1%
234.0
1
<0.1%
351.0
1
<0.1%
468.0
2
<0.1%
585.0
6
<0.1%
702.0
2
<0.1%
936.0
1
<0.1%
1053.0
3
<0.1%
1170.0
14
0.2%
1287.0
1
<0.1%
1404.0
1
<0.1%
1521.0
1
<0.1%
1638.0
1
<0.1%
1755.0
2
<0.1%
LARGEST VALUES
1010880.0
1
<0.1%
794898.0
1
<0.1%
547378.65
1
<0.1%
527670.0
1
<0.1%
497250.0
1
<0.1%
443430.0
1
<0.1%
410085.0
1
<0.1%
374323.95
1
<0.1%
355799.92
1
<0.1%
327600.0
1
<0.1%
310437.64
1
<0.1%
303030.0
1
<0.1%
292500.0
3
<0.1%
276837.79
1
<0.1%
238914.0
1
<0.1%
catm_trx_other
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
matm_other
0.73
cextraccion_autoservicio
0.47
ctarjeta_debito_transacciones
0.24
ctrx_quarter
0.23
mextraccion_autoservicio
0.23
mautoservicio
0.19
catm_trx
0.16
ccomisiones_otras
0.14
Visa_Finiciomora
-0.12
chomebanking_transacciones
0.11
Master_mconsumospesos
0.11
Master_mconsumototal
0.11
cmobile_app_trx
0.10
ctarjeta_visa_transacciones
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.22
ccaja_ahorro
0.09
tmobile_app
0.09
active_quarter
0.08
cforex_sell
0.07
cforex
0.07
Visa_cadelantosefectivo
0.07
thomebanking
0.06
ccajas_extracciones
0.06
ccomisiones_mantenimiento
0.06
internet
0.06
tpaquete4
0.06
tcallcenter
0.06
ctarjeta_master
0.05
MOST FREQUENT VALUES
0
7,601
95.9%
1
132
1.7%
2
78
1.0%
3
43
0.5%
4
30
0.4%
5
17
0.2%
6
8
0.1%
7
7
<0.1%
10
5
<0.1%
9
3
<0.1%
16
2
<0.1%
32
1
<0.1%
18
1
<0.1%
8
1
<0.1%
11
1
<0.1%
SMALLEST VALUES
0
7,601
95.9%
1
132
1.7%
2
78
1.0%
3
43
0.5%
4
30
0.4%
5
17
0.2%
6
8
0.1%
7
7
<0.1%
8
1
<0.1%
9
3
<0.1%
10
5
<0.1%
11
1
<0.1%
16
2
<0.1%
18
1
<0.1%
32
1
<0.1%
LARGEST VALUES
32
1
<0.1%
18
1
<0.1%
16
2
<0.1%
11
1
<0.1%
10
5
<0.1%
9
3
<0.1%
8
1
<0.1%
7
7
<0.1%
6
8
0.1%
5
17
0.2%
4
30
0.4%
3
43
0.5%
2
78
1.0%
1
132
1.7%
0
7,601
95.9%
matm_other
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
catm_trx_other
0.73
cextraccion_autoservicio
0.35
mextraccion_autoservicio
0.30
ctrx_quarter
0.17
ctarjeta_debito_transacciones
0.17
mautoservicio
0.14
Master_mconsumosdolares
0.14
Master_mconsumospesos
0.13
Master_mconsumototal
0.13
Visa_Finiciomora
-0.12
catm_trx
0.12
matm
0.12
ccomisiones_otras
0.10
mtarjeta_visa_consumo
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.14
cpagodeservicios
0.07
tmobile_app
0.07
active_quarter
0.06
cforex_sell
0.06
cforex
0.06
thomebanking
0.06
ccheques_depositados
0.06
ccaja_ahorro
0.05
internet
0.05
Visa_cadelantosefectivo
0.04
tpaquete4
0.04
ccajas_extracciones
0.04
ctarjeta_master
0.04
MOST FREQUENT VALUES
0.0
7,601
95.9%
5850.0
29
0.4%
11700.0
25
0.3%
2340.0
23
0.3%
17550.0
19
0.2%
3510.0
16
0.2%
4680.0
14
0.2%
9360.0
12
0.2%
8190.0
10
0.1%
585.0
8
0.1%
7020.0
8
0.1%
1755.0
7
<0.1%
4095.0
6
<0.1%
23400.0
5
<0.1%
15210.0
5
<0.1%
SMALLEST VALUES
0.0
7,601
95.9%
234.0
2
<0.1%
351.0
2
<0.1%
585.0
8
0.1%
702.0
4
<0.1%
819.0
1
<0.1%
936.0
3
<0.1%
1053.0
2
<0.1%
1170.0
4
<0.1%
1404.0
1
<0.1%
1755.0
7
<0.1%
1872.0
3
<0.1%
2106.0
1
<0.1%
2223.0
3
<0.1%
2340.0
23
0.3%
LARGEST VALUES
280123.54
1
<0.1%
140400.0
1
<0.1%
87750.0
2
<0.1%
76050.0
1
<0.1%
70200.0
1
<0.1%
52650.0
2
<0.1%
50351.79
1
<0.1%
50310.0
1
<0.1%
49140.0
1
<0.1%
46800.0
1
<0.1%
44460.0
1
<0.1%
44360.72
1
<0.1%
43464.76
1
<0.1%
43290.0
1
<0.1%
35685.0
1
<0.1%
ctrx_quarter
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctransferencias_emitidas
0.64
ctransferencias_recibidas
0.53
cmobile_app_trx
0.50
ctarjeta_visa_transacciones
0.49
ctarjeta_debito_transacciones
0.49
chomebanking_transacciones
0.46
mtransferencias_emitidas
0.44
Visa_cconsumos
0.42
mtarjeta_visa_consumo
0.39
cextraccion_autoservicio
0.39
cpagomiscuentas
0.38
mautoservicio
0.38
ccomisiones_otras
0.38
catm_trx
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.30
thomebanking
0.30
active_quarter
0.27
tmobile_app
0.27
internet
0.22
ccajas_extracciones
0.22
cforex_sell
0.22
ccajas_depositos
0.21
cforex
0.21
ccajas_transacciones
0.21
ccheques_depositados
0.19
ccaja_ahorro
0.16
ctarjeta_visa
0.16
tcallcenter
0.16
MOST FREQUENT VALUES
0
929
11.7%
2
298
3.8%
6
262
3.3%
3
251
3.2%
4
230
2.9%
10
216
2.7%
8
206
2.6%
9
202
2.5%
1
199
2.5%
7
191
2.4%
12
183
2.3%
14
182
2.3%
13
176
2.2%
15
168
2.1%
5
167
2.1%
SMALLEST VALUES
0
929
11.7%
1
199
2.5%
2
298
3.8%
3
251
3.2%
4
230
2.9%
5
167
2.1%
6
262
3.3%
7
191
2.4%
8
206
2.6%
9
202
2.5%
10
216
2.7%
11
155
2.0%
12
183
2.3%
13
176
2.2%
14
182
2.3%
LARGEST VALUES
1713
1
<0.1%
759
1
<0.1%
617
1
<0.1%
573
1
<0.1%
546
1
<0.1%
537
1
<0.1%
526
1
<0.1%
508
1
<0.1%
497
1
<0.1%
487
1
<0.1%
463
1
<0.1%
458
1
<0.1%
414
1
<0.1%
389
2
<0.1%
364
1
<0.1%
tmobile_app
MISSING:
---
TOP CATEGORIES
0
5,996
76%
1
1,934
24%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tmobile_app
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
internet
0.30
Master_madelantopesos
0.09
active_quarter
0.09
mplazo_fijo_pesos
0.08
Master_cadelantosefectivo
0.08
Visa_cadelantosefectivo
0.07
mpayroll2
0.07
Visa_madelantodolares
0.07
ccheques_depositados_rechazados
0.05
cforex_sell
0.05
cforex
0.04

THESE FEATURES
GIVE INFORMATION
ON tmobile_app:
internet
0.38
active_quarter
0.09
thomebanking
0.04
cforex_sell
0.02
tcallcenter
0.02
cforex
0.02
cpayroll_trx
0.02
ccajas_transacciones
0.01
ccajas_extracciones
0.01
ctarjeta_master
0.01
ctarjeta_visa
0.00
ccomisiones_mantenimiento
0.00
ccheques_depositados
0.00
ccajas_depositos
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tmobile_app
CORRELATION RATIO WITH...
cmobile_app_trx
0.46
ctrx_quarter
0.27
ctarjeta_visa_transacciones
0.17
ccomisiones_otras
0.17
foto_mes
0.16
ctarjeta_debito_transacciones
0.16
chomebanking_transacciones
0.15
mforex_sell
0.15
Visa_cconsumos
0.14
cliente_edad
0.14
Visa_mpagospesos
0.14
mtarjeta_visa_consumo
0.13
cpagomiscuentas
0.13
ctarjeta_master_transacciones
0.13
cmobile_app_trx
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctrx_quarter
0.50
ctransferencias_emitidas
0.42
ctransferencias_recibidas
0.32
mtransferencias_emitidas
0.31
cpagomiscuentas
0.23
mextraccion_autoservicio
0.21
cextraccion_autoservicio
0.21
Master_Finiciomora
-0.20
matm
0.20
catm_trx
0.19
ctarjeta_visa_transacciones
0.19
ctarjeta_debito_transacciones
0.19
ccomisiones_otras
0.18
ccuenta_debitos_automaticos
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tmobile_app
0.46
internet
0.29
Master_cadelantosefectivo
0.18
cpayroll_trx
0.18
Master_madelantopesos
0.18
cforex_sell
0.17
ccheques_depositados
0.16
cforex
0.16
tcallcenter
0.16
ccajas_depositos
0.16
active_quarter
0.15
ccajas_extracciones
0.14
ccheques_depositados_rechazados
0.14
thomebanking
0.14
MOST FREQUENT VALUES
0
5,461
68.9%
1
723
9.1%
3
98
1.2%
2
79
1.0%
6
71
0.9%
4
71
0.9%
7
64
0.8%
5
63
0.8%
9
53
0.7%
10
53
0.7%
8
53
0.7%
15
47
0.6%
12
45
0.6%
18
43
0.5%
11
42
0.5%
SMALLEST VALUES
0
5,461
68.9%
1
723
9.1%
2
79
1.0%
3
98
1.2%
4
71
0.9%
5
63
0.8%
6
71
0.9%
7
64
0.8%
8
53
0.7%
9
53
0.7%
10
53
0.7%
11
42
0.5%
12
45
0.6%
13
32
0.4%
14
31
0.4%
LARGEST VALUES
977
1
<0.1%
496
1
<0.1%
456
1
<0.1%
450
1
<0.1%
381
1
<0.1%
362
1
<0.1%
328
1
<0.1%
326
1
<0.1%
315
1
<0.1%
305
1
<0.1%
289
1
<0.1%
288
2
<0.1%
280
1
<0.1%
273
1
<0.1%
266
1
<0.1%
Master_delinquency
MISSING:
2,407
(30%)
TOP CATEGORIES
0.0
5,352
97%
1.0
171
3%
ALL
5,523
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_delinquency
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
Visa_delinquency
0.16
Master_madelantopesos
0.13
Master_cadelantosefectivo
0.13
Master_status
0.07
Visa_cadelantosefectivo
0.05
Visa_status
0.03
cprestamos_prendarios
0.01
cseguro_vivienda
0.01
tpaquete3
0.01
cseguro_vida
0.01
ccajas_depositos
0.01

THESE FEATURES
GIVE INFORMATION
ON Master_delinquency:
Visa_delinquency
0.30
Master_status
0.17
Visa_status
0.09
ctarjeta_visa
0.02
ccomisiones_mantenimiento
0.02
cseguro_vivienda
0.02
cseguro_vida
0.01
cseguro_accidentes_personales
0.01
internet
0.01
Master_madelantopesos
0.01
Master_cadelantosefectivo
0.01
cforex_sell
0.01
mdescubierto_preacordado
0.01
Visa_cadelantosefectivo
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_delinquency
CORRELATION RATIO WITH...
Master_Finiciomora
0.89
Visa_Finiciomora
0.45
Master_msaldopesos
0.40
Master_msaldototal
0.39
Master_mpagominimo
0.31
Visa_msaldopesos
0.24
Visa_msaldototal
0.23
Visa_mpagominimo
0.21
foto_mes
0.15
ctarjeta_master_debitos_automaticos
0.13
mactivos_margen
0.11
mprestamos_personales
0.11
cprestamos_personales
0.11
Master_cconsumos
0.09
Master_status
MISSING:
2,407
(30%)
TOP CATEGORIES
0.0
5,085
92%
9.0
225
4%
7.0
146
3%
6.0
67
1%
ALL
5,523
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_status
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
Visa_status
0.55
Master_delinquency
0.17
cpayroll2_trx
0.14
mpayroll2
0.14
Visa_madelantodolares
0.12
ctarjeta_visa
0.10
ctarjeta_master
0.09
Visa_delinquency
0.08
mdescubierto_preacordado
0.07
cprestamos_hipotecarios
0.06
ccheques_depositados_rechazados
0.03

THESE FEATURES
GIVE INFORMATION
ON Master_status:
Visa_status
0.65
ctarjeta_visa
0.23
ctarjeta_master
0.22
mdescubierto_preacordado
0.13
Master_delinquency
0.07
Visa_delinquency
0.06
tcallcenter
0.03
ccomisiones_mantenimiento
0.01
ctarjeta_debito
0.01
thomebanking
0.01
ccajas_transacciones
0.01
cforex
0.01
cprestamos_hipotecarios
0.01
cseguro_vida
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_status
CORRELATION RATIO WITH...
Master_Finiciomora
0.40
Visa_Finiciomora
0.35
Master_mpagominimo
0.28
Master_msaldopesos
0.26
Master_msaldototal
0.25
mactivos_margen
0.25
Visa_mpagominimo
0.23
mcuenta_corriente
0.20
Visa_msaldopesos
0.19
Visa_msaldototal
0.19
foto_mes
0.17
cproductos
0.17
mrentabilidad
0.17
Master_fechaalta
0.13
Master_mfinanciacion_limite
MISSING:
2,407
(30%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mlimitecompra
0.99
Visa_mfinanciacion_limite
0.88
Visa_mlimitecompra
0.87
cproductos
0.24
Visa_mpagospesos
-0.22
Visa_mconsumospesos
0.21
Visa_mconsumototal
0.21
mtarjeta_visa_consumo
0.20
Visa_cconsumos
0.19
mttarjeta_visa_debitos_automaticos
0.19
Master_fechaalta
0.16
mpagomiscuentas
0.16
mrentabilidad_annual
0.16
numero_de_cliente
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master
0.33
ctarjeta_visa
0.24
mdescubierto_preacordado
0.18
thomebanking
0.14
ccaja_seguridad
0.14
ctarjeta_debito
0.10
cinversion2
0.09
ccuenta_corriente
0.08
cplazo_fijo
0.07
Visa_madelantodolares
0.07
internet
0.06
cliente_vip
0.06
cpayroll_trx
0.06
cforex
0.06
MOST FREQUENT VALUES
63180.0
792
14.3%
252720.0
598
10.8%
88452.0
529
9.6%
176904.0
452
8.2%
126360.0
375
6.8%
101088.0
343
6.2%
50544.0
235
4.3%
75816.0
221
4.0%
202176.0
213
3.9%
707616.0
176
3.2%
0.0
140
2.5%
353808.0
116
2.1%
31590.0
108
2.0%
303264.0
93
1.7%
44226.0
89
1.6%
SMALLEST VALUES
0.0
140
2.5%
1179.36
2
<0.1%
3411.72
1
<0.1%
4264.65
6
0.1%
5117.58
1
<0.1%
5970.51
1
<0.1%
6318.0
3
<0.1%
7897.5
17
0.3%
9477.0
5
<0.1%
11056.5
10
0.2%
12636.0
5
<0.1%
15795.0
16
0.3%
18954.0
7
0.1%
22113.0
10
0.2%
25272.0
71
1.3%
LARGEST VALUES
3670669.54
1
<0.1%
3552533.05
1
<0.1%
3250360.8
1
<0.1%
3225849.49
1
<0.1%
3137448.03
1
<0.1%
3063914.1
3
<0.1%
3045028.33
2
<0.1%
3007256.8
2
<0.1%
2971092.57
1
<0.1%
2886709.36
1
<0.1%
2816523.96
1
<0.1%
2736025.06
2
<0.1%
2708634.0
3
<0.1%
2688207.91
1
<0.1%
2685596.05
1
<0.1%
Master_Fvencimiento
MISSING:
2,407
(30%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_fechaalta
0.33
Master_fultimo_cierre
0.31
Visa_fechaalta
0.25
cliente_antiguedad
0.22
numero_de_cliente
-0.14
mcomisiones_mantenimiento
0.12
Visa_fultimo_cierre
0.10
Visa_mlimitecompra
0.08
Master_cconsumos
-0.08
Visa_mfinanciacion_limite
0.08
Visa_Finiciomora
0.08
mrentabilidad_annual
0.08
Master_mlimitecompra
0.07
Master_mfinanciacion_limite
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master
0.66
ctarjeta_visa
0.45
mdescubierto_preacordado
0.31
tcuentas
0.14
thomebanking
0.13
ccomisiones_mantenimiento
0.10
cpayroll_trx
0.09
internet
0.09
tmobile_app
0.08
cforex
0.08
cforex_sell
0.08
Master_status
0.08
cseguro_accidentes_personales
0.06
ccajas_extracciones
0.06
MOST FREQUENT VALUES
-790.0
134
2.4%
-729.0
129
2.3%
-668.0
119
2.2%
-760.0
101
1.8%
-882.0
100
1.8%
-821.0
99
1.8%
-1825.0
89
1.6%
-1460.0
88
1.6%
-851.0
84
1.5%
-1764.0
80
1.4%
-1672.0
77
1.4%
-699.0
74
1.3%
-607.0
73
1.3%
-1521.0
72
1.3%
-576.0
69
1.2%
SMALLEST VALUES
-2221.0
8
0.1%
-2220.0
2
<0.1%
-2190.0
16
0.3%
-2160.0
12
0.2%
-2159.0
4
<0.1%
-2129.0
12
0.2%
-2128.0
1
<0.1%
-2100.0
2
<0.1%
-2099.0
3
<0.1%
-2098.0
1
<0.1%
-2069.0
1
<0.1%
-2068.0
2
<0.1%
-2039.0
3
<0.1%
-2038.0
1
<0.1%
-2037.0
3
<0.1%
LARGEST VALUES
4842.0
1
<0.1%
4658.0
1
<0.1%
3713.0
1
<0.1%
2346.0
1
<0.1%
1400.0
1
<0.1%
1309.0
1
<0.1%
1189.0
1
<0.1%
1186.0
1
<0.1%
1128.0
1
<0.1%
1097.0
1
<0.1%
976.0
1
<0.1%
944.0
2
<0.1%
883.0
1
<0.1%
854.0
1
<0.1%
852.0
1
<0.1%
Master_Finiciomora
MISSING:
7,759
(98%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_Finiciomora
0.56
Master_mpagominimo
0.29
chomebanking_transacciones
-0.24
Visa_mpagominimo
0.24
foto_mes
-0.22
mcaja_ahorro_adicional
0.21
cproductos
-0.21
Master_cconsumos
-0.21
ctransferencias_emitidas
-0.21
cmobile_app_trx
-0.20
catm_trx
-0.20
Master_mpagospesos
0.20
ctarjeta_master_transacciones
-0.20
Visa_msaldopesos
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_delinquency
0.89
Visa_delinquency
0.40
Master_status
0.40
Visa_status
0.28
ccomisiones_mantenimiento
0.13
ccajas_depositos
0.08
Master_madelantopesos
0.08
ctarjeta_visa
0.08
mdescubierto_preacordado
0.07
Visa_cadelantosefectivo
0.07
cseguro_vida
0.07
Master_cadelantosefectivo
0.07
cseguro_vivienda
0.06
cseguro_accidentes_personales
0.05
MOST FREQUENT VALUES
53.0
26
15.2%
54.0
23
13.5%
50.0
16
9.4%
25.0
16
9.4%
81.0
11
6.4%
19.0
8
4.7%
22.0
8
4.7%
56.0
6
3.5%
29.0
6
3.5%
21.0
5
2.9%
58.0
3
1.8%
82.0
3
1.8%
26.0
3
1.8%
60.0
3
1.8%
9.0
3
1.8%
SMALLEST VALUES
3.0
3
1.8%
4.0
2
1.2%
9.0
3
1.8%
10.0
1
0.6%
11.0
1
0.6%
12.0
2
1.2%
18.0
2
1.2%
19.0
8
4.7%
20.0
1
0.6%
21.0
5
2.9%
22.0
8
4.7%
25.0
16
9.4%
26.0
3
1.8%
28.0
1
0.6%
29.0
6
3.5%
LARGEST VALUES
118.0
2
1.2%
116.0
1
0.6%
87.0
1
0.6%
82.0
3
1.8%
81.0
11
6.4%
75.0
1
0.6%
74.0
1
0.6%
73.0
1
0.6%
71.0
2
1.2%
60.0
3
1.8%
58.0
3
1.8%
57.0
1
0.6%
56.0
6
3.5%
54.0
23
13.5%
53.0
26
15.2%
Master_msaldototal
MISSING:
2,407
(30%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_msaldopesos
0.99
Master_mpagominimo
0.83
Visa_msaldopesos
0.70
Visa_msaldototal
0.69
Visa_mpagominimo
0.63
mactivos_margen
0.46
Master_mconsumospesos
0.43
Master_mconsumototal
0.43
mtarjeta_master_consumo
0.41
mprestamos_personales
0.29
Master_mpagospesos
-0.28
mrentabilidad_annual
0.27
mrentabilidad
0.26
Visa_Finiciomora
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_delinquency
0.39
Master_status
0.25
Visa_delinquency
0.23
ccomisiones_mantenimiento
0.20
ccajas_depositos
0.19
Visa_status
0.19
Master_madelantopesos
0.13
Visa_cadelantosefectivo
0.12
ccajas_transacciones
0.11
Master_cadelantosefectivo
0.11
tmobile_app
0.09
cforex_buy
0.07
internet
0.06
ctarjeta_visa
0.06
MOST FREQUENT VALUES
0.0
4,197
76.0%
458.21
6
0.1%
452.79
4
<0.1%
563.61
4
<0.1%
526.89
4
<0.1%
-0.21
3
<0.1%
-0.01
3
<0.1%
-0.1
2
<0.1%
0.01
2
<0.1%
1170.0
2
<0.1%
-70.2
2
<0.1%
-0.58
2
<0.1%
563.62
2
<0.1%
359.02
2
<0.1%
-2.34
2
<0.1%
SMALLEST VALUES
-159106.12
1
<0.1%
-117000.0
1
<0.1%
-109991.46
1
<0.1%
-51045.77
1
<0.1%
-47638.57
1
<0.1%
-39556.56
1
<0.1%
-36761.1
1
<0.1%
-32130.32
1
<0.1%
-30497.32
1
<0.1%
-24935.5
1
<0.1%
-19325.89
1
<0.1%
-17289.45
1
<0.1%
-16380.0
1
<0.1%
-14219.46
1
<0.1%
-11286.36
1
<0.1%
LARGEST VALUES
1304274.34
1
<0.1%
936007.95
1
<0.1%
777701.9
1
<0.1%
734164.69
1
<0.1%
716391.9
1
<0.1%
640833.66
1
<0.1%
558442.2
1
<0.1%
528191.98
1
<0.1%
475820.56
1
<0.1%
471018.41
1
<0.1%
440928.09
1
<0.1%
436048.32
1
<0.1%
397563.0
1
<0.1%
395433.66
1
<0.1%
392503.69
1
<0.1%
Master_msaldopesos
MISSING:
2,407
(30%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_msaldototal
0.99
Master_mpagominimo
0.83
Visa_msaldopesos
0.69
Visa_msaldototal
0.67
Visa_mpagominimo
0.63
mactivos_margen
0.47
mtarjeta_master_consumo
0.39
Master_mconsumospesos
0.39
Master_mconsumototal
0.39
mprestamos_personales
0.29
mrentabilidad_annual
0.27
mrentabilidad
0.26
Visa_Finiciomora
0.25
Master_mpagospesos
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_delinquency
0.40
Master_status
0.26
Visa_delinquency
0.23
ccomisiones_mantenimiento
0.20
ccajas_depositos
0.20
Visa_status
0.19
Master_madelantopesos
0.13
Visa_cadelantosefectivo
0.12
ccajas_transacciones
0.11
Master_cadelantosefectivo
0.11
tmobile_app
0.09
cforex_buy
0.07
internet
0.07
ctarjeta_visa
0.06
MOST FREQUENT VALUES
0.0
4,212
76.3%
458.21
6
0.1%
526.89
4
<0.1%
452.79
4
<0.1%
563.61
4
<0.1%
-0.21
3
<0.1%
-0.01
3
<0.1%
-2.34
2
<0.1%
-0.15
2
<0.1%
-70.2
2
<0.1%
359.02
2
<0.1%
-0.1
2
<0.1%
563.62
2
<0.1%
0.01
2
<0.1%
-0.73
2
<0.1%
SMALLEST VALUES
-164523.99
1
<0.1%
-117000.0
1
<0.1%
-110080.67
1
<0.1%
-47638.57
1
<0.1%
-46665.94
1
<0.1%
-39556.56
1
<0.1%
-36761.1
1
<0.1%
-32754.95
1
<0.1%
-30497.32
1
<0.1%
-24935.5
1
<0.1%
-19325.89
1
<0.1%
-17289.45
1
<0.1%
-16380.0
1
<0.1%
-14219.46
1
<0.1%
-9199.73
1
<0.1%
LARGEST VALUES
1304274.34
1
<0.1%
921660.81
1
<0.1%
777701.9
1
<0.1%
734164.69
1
<0.1%
716391.9
1
<0.1%
640833.66
1
<0.1%
558442.2
1
<0.1%
528191.98
1
<0.1%
475820.56
1
<0.1%
471018.41
1
<0.1%
440928.09
1
<0.1%
436048.32
1
<0.1%
397563.0
1
<0.1%
395433.66
1
<0.1%
374139.38
1
<0.1%
Master_msaldodolares
MISSING:
2,407
(30%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumosdolares
1.00
Visa_msaldodolares
0.70
Master_mpagosdolares
0.67
Visa_mconsumosdolares
0.67
Visa_mconsumospesos
0.41
Visa_mconsumototal
0.41
Master_mpagospesos
-0.41
Master_mconsumospesos
0.34
Master_mconsumototal
0.34
Visa_mpagosdolares
0.31
Visa_msaldototal
0.26
mtarjeta_master_consumo
0.21
Master_msaldototal
0.19
Visa_cconsumos
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete1
0.04
tcallcenter
0.03
ctarjeta_master
0.02
ctarjeta_debito
0.02
ctarjeta_visa
0.02
tpaquete3
0.02
tmobile_app
0.01
ccaja_ahorro
0.01
active_quarter
0.01
ccajas_depositos
0.01
Visa_status
0.01
cseguro_accidentes_personales
0.01
Master_status
0.01
cforex_sell
0.01
MOST FREQUENT VALUES
0.0
5,416
98.1%
89.21
2
<0.1%
93.69
2
<0.1%
-47.24
1
<0.1%
148986.96
1
<0.1%
1773.73
1
<0.1%
-8495.25
1
<0.1%
-137.45
1
<0.1%
565.95
1
<0.1%
256.15
1
<0.1%
94.64
1
<0.1%
-2979.6
1
<0.1%
1782.45
1
<0.1%
273108.89
1
<0.1%
80.46
1
<0.1%
SMALLEST VALUES
-8495.25
1
<0.1%
-7984.46
1
<0.1%
-6141.36
1
<0.1%
-4606.03
1
<0.1%
-4379.83
1
<0.1%
-3821.6
1
<0.1%
-2979.6
1
<0.1%
-2877.69
1
<0.1%
-2543.41
1
<0.1%
-1083.92
1
<0.1%
-815.04
1
<0.1%
-740.79
1
<0.1%
-606.58
1
<0.1%
-509.49
1
<0.1%
-458.74
1
<0.1%
LARGEST VALUES
273108.89
1
<0.1%
172719.56
1
<0.1%
148986.96
1
<0.1%
117523.18
1
<0.1%
88791.66
1
<0.1%
83104.51
1
<0.1%
41889.63
1
<0.1%
14347.13
1
<0.1%
14115.71
1
<0.1%
12940.3
1
<0.1%
12368.59
1
<0.1%
5860.6
1
<0.1%
5417.87
1
<0.1%
4578.71
1
<0.1%
4041.99
1
<0.1%
Master_mconsumospesos
MISSING:
6,706
(85%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumototal
1.00
mtarjeta_master_consumo
0.91
Master_mpagospesos
-0.54
Master_msaldototal
0.43
Master_msaldopesos
0.39
ctarjeta_master_descuentos
0.37
Master_msaldodolares
0.34
Master_mconsumosdolares
0.34
Master_cconsumos
0.33
Visa_mpagospesos
-0.31
Visa_mconsumospesos
0.30
Visa_mconsumototal
0.30
mtarjeta_visa_consumo
0.28
Visa_mpagado
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_depositos
0.26
ccheques_depositados
0.08
cseguro_accidentes_personales
0.06
cseguro_auto
0.06
ccajas_transacciones
0.06
tmobile_app
0.06
ccaja_seguridad
0.05
cplazo_fijo
0.05
tcallcenter
0.04
thomebanking
0.04
ctarjeta_master
0.04
Master_madelantopesos
0.04
Visa_cadelantosefectivo
0.04
Master_cadelantosefectivo
0.03
MOST FREQUENT VALUES
0.0
556
45.4%
452.79
23
1.9%
348.66
14
1.1%
520.65
13
1.1%
556.93
5
0.4%
556.94
5
0.4%
1170.0
4
0.3%
93.69
3
0.2%
677.67
3
0.2%
677.69
3
0.2%
708.01
3
0.2%
234.0
2
0.2%
83.7
2
0.2%
380.82
2
0.2%
877.5
2
0.2%
SMALLEST VALUES
-1826.42
1
<0.1%
-1175.04
1
<0.1%
-972.85
1
<0.1%
-930.15
1
<0.1%
0.0
556
45.4%
31.39
1
<0.1%
31.69
1
<0.1%
31.82
1
<0.1%
52.27
1
<0.1%
61.65
1
<0.1%
64.99
1
<0.1%
68.88
1
<0.1%
71.56
1
<0.1%
71.97
1
<0.1%
74.4
1
<0.1%
LARGEST VALUES
715638.69
1
<0.1%
664725.09
1
<0.1%
273108.06
1
<0.1%
200712.33
1
<0.1%
172877.44
1
<0.1%
170671.88
1
<0.1%
168867.99
1
<0.1%
157189.58
1
<0.1%
148988.74
1
<0.1%
134287.35
1
<0.1%
130705.09
1
<0.1%
117697.94
1
<0.1%
117056.38
1
<0.1%
111535.58
1
<0.1%
98509.32
1
<0.1%
Master_mconsumosdolares
MISSING:
6,706
(85%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_msaldodolares
1.00
Visa_mconsumosdolares
0.80
Visa_msaldodolares
0.77
Master_mpagosdolares
0.69
Visa_mconsumospesos
0.54
Visa_mconsumototal
0.54
Master_mpagospesos
-0.42
Visa_mpagosdolares
0.37
Master_mconsumospesos
0.34
Master_mconsumototal
0.34
Visa_msaldototal
0.28
Visa_cconsumos
0.21
Visa_mpagospesos
-0.20
mextraccion_autoservicio
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete1
0.04
tcallcenter
0.02
ctarjeta_master
0.02
ctarjeta_visa
0.02
ctarjeta_debito
0.02
tpaquete3
0.01
tmobile_app
0.01
active_quarter
0.01
ccaja_ahorro
0.01
cseguro_accidentes_personales
0.01
Visa_status
0.01
cforex_sell
0.01
Master_status
0.01
cforex
0.01
MOST FREQUENT VALUES
0.0
1,146
93.6%
1.15
18
1.5%
3.49
8
0.7%
6.99
3
0.2%
9.33
2
0.2%
11.68
2
0.2%
19.85
1
<0.1%
18.69
1
<0.1%
5.83
1
<0.1%
170.76
1
<0.1%
1207.55
1
<0.1%
3869.48
1
<0.1%
23.37
1
<0.1%
24.54
1
<0.1%
54.68
1
<0.1%
SMALLEST VALUES
0.0
1,146
93.6%
1.15
18
1.5%
2.31
1
<0.1%
2.91
1
<0.1%
3.49
8
0.7%
5.83
1
<0.1%
6.71
1
<0.1%
6.99
3
0.2%
7.0
1
<0.1%
7.6
1
<0.1%
8.17
1
<0.1%
8.76
1
<0.1%
9.33
2
0.2%
9.34
1
<0.1%
11.66
1
<0.1%
LARGEST VALUES
3869.48
1
<0.1%
2361.91
1
<0.1%
1883.93
1
<0.1%
1539.74
1
<0.1%
1207.55
1
<0.1%
1027.37
1
<0.1%
593.5
1
<0.1%
228.15
1
<0.1%
201.18
1
<0.1%
200.3
1
<0.1%
190.28
1
<0.1%
170.76
1
<0.1%
83.03
1
<0.1%
71.27
1
<0.1%
58.47
1
<0.1%
Master_mlimitecompra
MISSING:
2,407
(30%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mfinanciacion_limite
0.99
Visa_mlimitecompra
0.88
Visa_mfinanciacion_limite
0.87
cproductos
0.22
Visa_mpagospesos
-0.22
Visa_mconsumospesos
0.21
Visa_mconsumototal
0.21
mtarjeta_visa_consumo
0.20
mttarjeta_visa_debitos_automaticos
0.19
Visa_cconsumos
0.19
Master_fechaalta
0.17
mrentabilidad_annual
0.17
mpagomiscuentas
0.16
numero_de_cliente
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master
0.32
ctarjeta_visa
0.23
mdescubierto_preacordado
0.16
ccaja_seguridad
0.14
thomebanking
0.14
ctarjeta_debito
0.10
cinversion2
0.09
ccuenta_corriente
0.08
cplazo_fijo
0.07
Visa_madelantodolares
0.07
Master_status
0.07
cpayroll_trx
0.06
cliente_vip
0.06
cforex
0.06
MOST FREQUENT VALUES
70200.0
818
14.8%
280800.0
611
11.1%
98280.0
542
9.8%
196560.0
461
8.3%
140400.0
382
6.9%
112320.0
351
6.4%
56160.0
245
4.4%
84240.0
227
4.1%
224640.0
214
3.9%
786240.0
182
3.3%
393120.0
117
2.1%
35100.0
114
2.1%
49140.0
95
1.7%
336960.0
94
1.7%
561600.0
90
1.6%
SMALLEST VALUES
1965.6
2
<0.1%
4738.5
6
0.1%
5686.2
2
<0.1%
6633.9
1
<0.1%
7020.0
2
<0.1%
8775.0
18
0.3%
10530.0
7
0.1%
12285.0
10
0.2%
14040.0
5
<0.1%
17550.0
16
0.3%
21060.0
13
0.2%
24570.0
12
0.2%
28080.0
74
1.3%
35100.0
114
2.1%
42120.0
33
0.6%
LARGEST VALUES
4078521.72
1
<0.1%
3947258.95
1
<0.1%
3611512.0
1
<0.1%
3584277.21
1
<0.1%
3486053.37
1
<0.1%
3404349.0
3
<0.1%
3383364.81
2
<0.1%
3341396.44
2
<0.1%
3301213.96
1
<0.1%
3207454.84
1
<0.1%
3129471.07
1
<0.1%
3040027.84
2
<0.1%
3009593.34
3
<0.1%
2986897.68
1
<0.1%
2983995.61
1
<0.1%
Master_madelantopesos
MISSING:
6,706
(85%)
TOP CATEGORIES
0.0
1,216
>99%
14040.0
3
<1%
5616.0
1
<1%
8307.0
1
<1%
12285.0
1
<1%
4095.0
1
<1%
7020.0
1
<1%
ALL
1,224
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_madelantopesos
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
Master_cadelantosefectivo
0.97
Visa_cadelantosefectivo
0.26
ccheques_depositados_rechazados
0.07
ccajas_depositos
0.02
ctarjeta_visa_descuentos
0.01
Master_delinquency
0.01
tpaquete3
0.01
ccheques_depositados
0.01
cpayroll_trx
0.01
Visa_delinquency
0.00
ccajas_transacciones
0.00

THESE FEATURES
GIVE INFORMATION
ON Master_madelantopesos:
Master_cadelantosefectivo
0.95
Visa_cadelantosefectivo
0.45
ccajas_depositos
0.29
cpayroll_trx
0.24
ccajas_transacciones
0.14
tcallcenter
0.13
ccheques_depositados_rechazados
0.13
Master_delinquency
0.13
ccomisiones_mantenimiento
0.12
tpaquete3
0.11
Visa_delinquency
0.10
tmobile_app
0.09
ccaja_ahorro
0.09
ctarjeta_master
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_madelantopesos
CORRELATION RATIO WITH...
mcheques_depositados_rechazados
0.66
mcheques_emitidos
0.49
mcheques_emitidos_rechazados
0.49
Visa_madelantopesos
0.47
ccheques_emitidos
0.40
ccheques_emitidos_rechazados
0.37
ccallcenter_transacciones
0.35
mttarjeta_master_debitos_automaticos
0.21
cmobile_app_trx
0.18
mcomisiones
0.15
mcomisiones_otras
0.15
ccuenta_debitos_automaticos
0.14
Master_msaldopesos
0.13
Master_msaldototal
0.13
Master_madelantodolares
MISSING:
6,706
(85%)
TOP CATEGORIES
0.0
1,224
100%
ALL
1,224
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_madelantodolares
PROVIDES INFORMATION ON...
tpaquete2
1.00
clase_ternaria
1.00
ccuenta_corriente
0.00
cprestamos_prendarios
0.00
cforex_buy
0.00
ccajeros_propios_descuentos
0.00
cliente_vip
0.00
tpaquete1
0.00
Visa_cadelantosefectivo
0.00
ctarjeta_visa_descuentos
0.00
ccajas_depositos
0.00
ccheques_depositados
0.00
cinversion2
0.00
Master_status
0.00

THESE FEATURES
GIVE INFORMATION
ON Master_madelantodolares:
active_quarter
1.00
cliente_vip
1.00
internet
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00
ctarjeta_debito
1.00
ctarjeta_visa
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_madelantodolares
CORRELATION RATIO WITH...
numero_de_cliente
0.00
foto_mes
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
cproductos
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
Master_fultimo_cierre
MISSING:
2,407
(30%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_Fvencimiento
0.31
Visa_fultimo_cierre
0.22
Visa_Finiciomora
-0.16
Master_Finiciomora
-0.15
Master_fechaalta
0.09
cliente_antiguedad
0.07
Visa_fechaalta
0.05
Master_mconsumosdolares
-0.04
numero_de_cliente
-0.04
Master_cconsumos
0.04
Master_mpagosdolares
-0.03
Master_mconsumospesos
-0.02
Master_mconsumototal
-0.02
Visa_mlimitecompra
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
0.08
ccajas_depositos
0.05
Master_status
0.04
ctarjeta_debito
0.04
ctarjeta_master
0.04
Visa_status
0.03
cseguro_vivienda
0.02
ccajas_transacciones
0.02
ccomisiones_mantenimiento
0.01
thomebanking
0.01
tcallcenter
0.01
ccaja_ahorro
0.01
internet
0.01
mdescubierto_preacordado
0.01
MOST FREQUENT VALUES
5.0
940
17.0%
2.0
763
13.8%
3.0
569
10.3%
-1.0
468
8.5%
0.0
451
8.2%
6.0
402
7.3%
4.0
375
6.8%
1.0
362
6.6%
12.0
197
3.6%
9.0
154
2.8%
10.0
146
2.6%
7.0
86
1.6%
11.0
79
1.4%
13.0
64
1.2%
24.0
63
1.1%
SMALLEST VALUES
-1.0
468
8.5%
0.0
451
8.2%
1.0
362
6.6%
2.0
763
13.8%
3.0
569
10.3%
4.0
375
6.8%
5.0
940
17.0%
6.0
402
7.3%
7.0
86
1.6%
8.0
61
1.1%
9.0
154
2.8%
10.0
146
2.6%
11.0
79
1.4%
12.0
197
3.6%
13.0
64
1.2%
LARGEST VALUES
4728.0
1
<0.1%
4547.0
1
<0.1%
2901.0
1
<0.1%
2228.0
1
<0.1%
1279.0
1
<0.1%
1196.0
1
<0.1%
1066.0
1
<0.1%
979.0
1
<0.1%
859.0
1
<0.1%
831.0
1
<0.1%
820.0
1
<0.1%
774.0
1
<0.1%
730.0
1
<0.1%
672.0
1
<0.1%
650.0
1
<0.1%
Master_mpagado
MISSING:
2,407
(30%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mpagado
0.64
Visa_mpagominimo
0.41
Visa_msaldopesos
0.25
Visa_msaldototal
0.24
Master_msaldototal
0.19
Master_msaldopesos
0.19
mactivos_margen
0.15
Master_mpagospesos
-0.14
ctarjeta_master_transacciones
0.12
ctarjeta_master_descuentos
0.11
Visa_mlimitecompra
0.10
mrentabilidad
0.10
mrentabilidad_annual
0.09
Visa_mpagospesos
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_status
0.09
Visa_status
0.08
Master_madelantopesos
0.05
ccajas_transacciones
0.05
cseguro_vida
0.05
Visa_cadelantosefectivo
0.04
tmobile_app
0.04
Master_cadelantosefectivo
0.04
ccajas_depositos
0.04
thomebanking
0.03
internet
0.02
tpaquete3
0.02
ccaja_ahorro
0.02
active_quarter
0.02
MOST FREQUENT VALUES
0.0
5,385
97.5%
3510.0
2
<0.1%
163.8
2
<0.1%
556.94
2
<0.1%
1649.7
1
<0.1%
2514.33
1
<0.1%
138998.19
1
<0.1%
975.78
1
<0.1%
1205.1
1
<0.1%
1766.7
1
<0.1%
18920.07
1
<0.1%
1404.0
1
<0.1%
3946.12
1
<0.1%
58500.0
1
<0.1%
12850.9
1
<0.1%
SMALLEST VALUES
0.0
5,385
97.5%
93.6
1
<0.1%
107.83
1
<0.1%
118.4
1
<0.1%
146.25
1
<0.1%
153.56
1
<0.1%
153.57
1
<0.1%
163.8
2
<0.1%
175.5
1
<0.1%
209.44
1
<0.1%
234.0
1
<0.1%
273.15
1
<0.1%
281.2
1
<0.1%
355.21
1
<0.1%
452.79
1
<0.1%
LARGEST VALUES
471123.9
1
<0.1%
138998.19
1
<0.1%
97659.9
1
<0.1%
89856.0
1
<0.1%
58500.0
1
<0.1%
38622.46
1
<0.1%
36773.1
1
<0.1%
36675.9
1
<0.1%
35100.0
1
<0.1%
34985.19
1
<0.1%
34089.12
1
<0.1%
28858.02
1
<0.1%
28665.0
1
<0.1%
24925.75
1
<0.1%
22230.0
1
<0.1%
Master_mpagospesos
MISSING:
6,706
(85%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mpagosdolares
-0.57
Master_mconsumospesos
-0.54
Master_mconsumototal
-0.54
mtarjeta_master_consumo
-0.47
Visa_mconsumosdolares
-0.46
Visa_msaldodolares
-0.44
Master_mconsumosdolares
-0.42
Visa_mconsumospesos
-0.42
Visa_mconsumototal
-0.42
Visa_mpagado
-0.41
Master_msaldodolares
-0.41
Visa_mpagospesos
0.39
ctarjeta_master_descuentos
-0.38
Visa_msaldototal
-0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cplazo_fijo
0.11
ccheques_depositados
0.10
ccajas_depositos
0.08
tmobile_app
0.08
internet
0.07
ccajas_transacciones
0.06
thomebanking
0.06
ccheques_depositados_rechazados
0.06
ctarjeta_master
0.06
Visa_cadelantosefectivo
0.04
cinversion2
0.04
tcallcenter
0.04
mplazo_fijo_pesos
0.04
cpayroll_trx
0.03
MOST FREQUENT VALUES
0.0
384
31.4%
-458.21
8
0.7%
-11700.0
6
0.5%
-563.61
5
0.4%
-5850.0
4
0.3%
-234.0
4
0.3%
-1170.0
4
0.3%
-1755.0
3
0.2%
-7020.0
3
0.2%
-12870.0
3
0.2%
-355.21
3
0.2%
-3042.0
3
0.2%
-5265.0
3
0.2%
-4914.0
2
0.2%
-655.2
2
0.2%
SMALLEST VALUES
-603571.7
1
<0.1%
-465961.81
1
<0.1%
-233279.2
1
<0.1%
-211294.9
1
<0.1%
-152926.03
1
<0.1%
-140400.0
1
<0.1%
-140139.24
1
<0.1%
-129338.9
1
<0.1%
-116473.5
1
<0.1%
-104363.2
1
<0.1%
-100043.98
1
<0.1%
-81057.6
1
<0.1%
-80065.68
1
<0.1%
-78014.92
1
<0.1%
-76274.56
1
<0.1%
LARGEST VALUES
3003.43
1
<0.1%
0.0
384
31.4%
-0.86
1
<0.1%
-1.2
1
<0.1%
-1.75
1
<0.1%
-3.82
1
<0.1%
-4.7
1
<0.1%
-11.12
1
<0.1%
-11.45
1
<0.1%
-11.7
1
<0.1%
-13.05
1
<0.1%
-13.81
1
<0.1%
-19.24
1
<0.1%
-19.31
1
<0.1%
-23.4
2
0.2%
Master_mpagosdolares
MISSING:
6,706
(85%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumosdolares
0.75
Visa_msaldodolares
0.73
Master_mconsumosdolares
0.69
Master_msaldodolares
0.67
Master_mpagospesos
-0.57
Visa_mconsumospesos
0.48
Visa_mconsumototal
0.48
Visa_mpagosdolares
0.43
Visa_msaldototal
0.25
Master_mconsumospesos
0.22
Master_mconsumototal
0.22
Visa_mpagospesos
-0.21
Visa_Finiciomora
-0.17
Visa_msaldopesos
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion2
0.11
cplazo_fijo
0.03
ctarjeta_visa_descuentos
0.03
ctarjeta_master
0.02
ccajas_transacciones
0.01
ctarjeta_visa
0.01
tmobile_app
0.01
mdescubierto_preacordado
0.01
cseguro_accidentes_personales
0.01
active_quarter
0.01
cpayroll_trx
0.01
ctarjeta_debito
0.01
ccomisiones_mantenimiento
0.01
ccaja_ahorro
0.01
MOST FREQUENT VALUES
0.0
1,159
94.7%
1.15
6
0.5%
1.17
3
0.2%
3.49
3
0.2%
3.54
3
0.2%
23.38
2
0.2%
6.78
1
<0.1%
6.99
1
<0.1%
7.07
1
<0.1%
0.92
1
<0.1%
16.33
1
<0.1%
8.15
1
<0.1%
4851.88
1
<0.1%
5.38
1
<0.1%
76.78
1
<0.1%
SMALLEST VALUES
0.0
1,159
94.7%
0.92
1
<0.1%
1.15
6
0.5%
1.17
3
0.2%
2.08
1
<0.1%
2.31
1
<0.1%
2.49
1
<0.1%
3.49
3
0.2%
3.53
1
<0.1%
3.54
3
0.2%
5.38
1
<0.1%
5.83
1
<0.1%
6.78
1
<0.1%
6.91
1
<0.1%
6.99
1
<0.1%
LARGEST VALUES
4851.88
1
<0.1%
2380.95
1
<0.1%
1639.46
1
<0.1%
1500.16
1
<0.1%
693.61
1
<0.1%
594.28
1
<0.1%
449.86
1
<0.1%
270.42
1
<0.1%
154.33
1
<0.1%
128.94
1
<0.1%
115.91
1
<0.1%
98.65
1
<0.1%
94.72
1
<0.1%
76.78
1
<0.1%
42.03
1
<0.1%
Master_fechaalta
MISSING:
2,407
(30%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_fechaalta
0.78
cliente_antiguedad
0.72
numero_de_cliente
-0.48
Master_Fvencimiento
0.33
cliente_edad
0.26
Visa_mlimitecompra
0.22
Visa_mfinanciacion_limite
0.21
ctarjeta_visa_debitos_automaticos
0.19
ctarjeta_master_debitos_automaticos
0.17
Master_mlimitecompra
0.17
ccomisiones_otras
0.17
Master_mfinanciacion_limite
0.16
mttarjeta_visa_debitos_automaticos
0.15
mcomisiones_mantenimiento
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master
0.47
ctarjeta_visa
0.30
mdescubierto_preacordado
0.22
thomebanking
0.18
ctarjeta_debito
0.14
Master_status
0.13
active_quarter
0.13
internet
0.10
ccomisiones_mantenimiento
0.10
cseguro_vivienda
0.09
ccaja_seguridad
0.09
cinversion2
0.08
Visa_status
0.08
cplazo_fijo
0.07
MOST FREQUENT VALUES
180.0
11
0.2%
346.0
11
0.2%
285.0
9
0.2%
204.0
8
0.1%
263.0
8
0.1%
260.0
8
0.1%
278.0
8
0.1%
248.0
7
0.1%
307.0
7
0.1%
52.0
7
0.1%
326.0
7
0.1%
361.0
7
0.1%
112.0
7
0.1%
306.0
7
0.1%
232.0
7
0.1%
SMALLEST VALUES
1.0
1
<0.1%
2.0
1
<0.1%
4.0
5
<0.1%
5.0
2
<0.1%
8.0
1
<0.1%
9.0
4
<0.1%
10.0
1
<0.1%
11.0
3
<0.1%
12.0
3
<0.1%
13.0
1
<0.1%
14.0
4
<0.1%
15.0
1
<0.1%
16.0
3
<0.1%
17.0
1
<0.1%
19.0
1
<0.1%
LARGEST VALUES
7481.0
2
<0.1%
7466.0
3
<0.1%
7462.0
3
<0.1%
7436.0
1
<0.1%
7432.0
5
<0.1%
7424.0
3
<0.1%
7420.0
1
<0.1%
7405.0
2
<0.1%
7401.0
6
0.1%
7394.0
1
<0.1%
7390.0
1
<0.1%
7375.0
3
<0.1%
7371.0
5
<0.1%
7363.0
2
<0.1%
7359.0
2
<0.1%
Master_mconsumototal
MISSING:
6,706
(85%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumospesos
1.00
mtarjeta_master_consumo
0.91
Master_mpagospesos
-0.54
Master_msaldototal
0.43
Master_msaldopesos
0.39
ctarjeta_master_descuentos
0.37
Master_msaldodolares
0.34
Master_mconsumosdolares
0.34
Master_cconsumos
0.33
Visa_mpagospesos
-0.31
Visa_mconsumospesos
0.30
Visa_mconsumototal
0.30
mtarjeta_visa_consumo
0.28
Visa_mpagado
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_depositos
0.26
ccheques_depositados
0.08
cseguro_accidentes_personales
0.06
cseguro_auto
0.06
ccajas_transacciones
0.06
tmobile_app
0.06
ccaja_seguridad
0.05
cplazo_fijo
0.05
tcallcenter
0.04
thomebanking
0.04
ctarjeta_master
0.04
Master_madelantopesos
0.04
Visa_cadelantosefectivo
0.04
Master_cadelantosefectivo
0.03
MOST FREQUENT VALUES
0.0
556
45.4%
452.79
23
1.9%
348.66
14
1.1%
520.65
13
1.1%
556.93
5
0.4%
556.94
5
0.4%
1170.0
4
0.3%
93.69
3
0.2%
677.67
3
0.2%
677.69
3
0.2%
708.01
3
0.2%
234.0
2
0.2%
83.7
2
0.2%
380.82
2
0.2%
877.5
2
0.2%
SMALLEST VALUES
-1826.42
1
<0.1%
-1175.04
1
<0.1%
-972.85
1
<0.1%
-930.15
1
<0.1%
0.0
556
45.4%
31.39
1
<0.1%
31.69
1
<0.1%
31.82
1
<0.1%
52.27
1
<0.1%
61.65
1
<0.1%
64.99
1
<0.1%
68.88
1
<0.1%
71.56
1
<0.1%
71.97
1
<0.1%
74.4
1
<0.1%
LARGEST VALUES
715638.69
1
<0.1%
664725.09
1
<0.1%
273108.06
1
<0.1%
200712.33
1
<0.1%
172877.44
1
<0.1%
170671.88
1
<0.1%
168867.99
1
<0.1%
157189.58
1
<0.1%
148988.74
1
<0.1%
134287.35
1
<0.1%
130705.09
1
<0.1%
117697.94
1
<0.1%
117056.38
1
<0.1%
111535.58
1
<0.1%
98509.32
1
<0.1%
Master_cconsumos
MISSING:
6,706
(85%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_master_transacciones
0.74
ctarjeta_master_debitos_automaticos
0.41
ctarjeta_master_descuentos
0.37
Master_mconsumospesos
0.33
Master_mconsumototal
0.33
ctrx_quarter
0.32
mtarjeta_master_consumo
0.28
Visa_cconsumos
0.27
Master_mpagospesos
-0.26
ctarjeta_visa_transacciones
0.25
mttarjeta_master_debitos_automaticos
0.25
Master_Finiciomora
-0.21
mtarjeta_visa_consumo
0.20
ccomisiones_otras
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_accidentes_personales
0.12
ctarjeta_visa_descuentos
0.11
cpayroll_trx
0.10
tmobile_app
0.10
Visa_cadelantosefectivo
0.09
Master_delinquency
0.09
thomebanking
0.09
ctarjeta_master
0.09
cplazo_fijo
0.09
tpaquete3
0.08
Master_madelantopesos
0.07
Master_cadelantosefectivo
0.07
Visa_delinquency
0.07
tcallcenter
0.07
MOST FREQUENT VALUES
0.0
556
45.4%
1.0
300
24.5%
2.0
131
10.7%
3.0
55
4.5%
4.0
42
3.4%
5.0
34
2.8%
6.0
17
1.4%
8.0
13
1.1%
7.0
11
0.9%
9.0
10
0.8%
15.0
7
0.6%
11.0
7
0.6%
12.0
7
0.6%
13.0
6
0.5%
10.0
5
0.4%
SMALLEST VALUES
0.0
556
45.4%
1.0
300
24.5%
2.0
131
10.7%
3.0
55
4.5%
4.0
42
3.4%
5.0
34
2.8%
6.0
17
1.4%
7.0
11
0.9%
8.0
13
1.1%
9.0
10
0.8%
10.0
5
0.4%
11.0
7
0.6%
12.0
7
0.6%
13.0
6
0.5%
14.0
3
0.2%
LARGEST VALUES
47.0
1
<0.1%
45.0
2
0.2%
44.0
1
<0.1%
38.0
1
<0.1%
36.0
1
<0.1%
30.0
1
<0.1%
27.0
1
<0.1%
23.0
1
<0.1%
22.0
2
0.2%
21.0
4
0.3%
19.0
1
<0.1%
17.0
2
0.2%
16.0
2
0.2%
15.0
7
0.6%
14.0
3
0.2%
Master_cadelantosefectivo
MISSING:
6,706
(85%)
TOP CATEGORIES
0.0
1,216
>99%
6.0
4
<1%
3.0
1
<1%
2.0
1
<1%
7.0
1
<1%
8.0
1
<1%
ALL
1,224
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_cadelantosefectivo
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
Master_madelantopesos
0.95
Visa_cadelantosefectivo
0.24
ccheques_depositados_rechazados
0.07
ccajas_depositos
0.02
ctarjeta_visa_descuentos
0.01
tpaquete3
0.01
Master_delinquency
0.01
ccheques_depositados
0.01
cpayroll_trx
0.01
Visa_delinquency
0.00
cplazo_fijo
0.00

THESE FEATURES
GIVE INFORMATION
ON Master_cadelantosefectivo:
Master_madelantopesos
0.97
Visa_cadelantosefectivo
0.43
ccajas_depositos
0.27
cpayroll_trx
0.25
ccheques_depositados_rechazados
0.13
Master_delinquency
0.13
ccajas_transacciones
0.11
tpaquete3
0.11
tcallcenter
0.10
Visa_delinquency
0.10
ccaja_ahorro
0.09
ccomisiones_mantenimiento
0.09
tmobile_app
0.08
ctarjeta_visa_descuentos
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_cadelantosefectivo
CORRELATION RATIO WITH...
mcheques_depositados_rechazados
0.66
mcheques_emitidos
0.49
mcheques_emitidos_rechazados
0.49
Visa_madelantopesos
0.42
ccheques_emitidos
0.40
ccheques_emitidos_rechazados
0.37
ccallcenter_transacciones
0.35
cmobile_app_trx
0.18
mcomisiones
0.15
mcomisiones_otras
0.15
Master_msaldopesos
0.11
mrentabilidad
0.11
Master_msaldototal
0.11
mttarjeta_master_debitos_automaticos
0.10
Master_mpagominimo
MISSING:
2,407
(30%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_msaldopesos
0.83
Master_msaldototal
0.83
Visa_mpagominimo
0.68
Visa_msaldopesos
0.56
Visa_msaldototal
0.55
mactivos_margen
0.35
Visa_Finiciomora
0.30
Master_Finiciomora
0.29
mprestamos_personales
0.26
cprestamos_personales
0.21
mrentabilidad_annual
0.19
mrentabilidad
0.18
mtarjeta_master_consumo
0.14
Master_mconsumospesos
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_delinquency
0.31
Master_status
0.28
ccomisiones_mantenimiento
0.27
Visa_status
0.20
Visa_delinquency
0.19
ccajas_depositos
0.12
cforex_buy
0.11
Master_madelantopesos
0.09
ctarjeta_visa
0.08
Visa_cadelantosefectivo
0.08
Master_cadelantosefectivo
0.07
ccajas_transacciones
0.07
mdescubierto_preacordado
0.06
ctarjeta_master
0.06
MOST FREQUENT VALUES
0.0
4,610
83.5%
23.4
46
0.8%
11.7
40
0.7%
35.1
34
0.6%
81.9
24
0.4%
46.8
22
0.4%
58.5
20
0.4%
70.2
17
0.3%
210.6
14
0.3%
152.1
13
0.2%
163.8
13
0.2%
140.4
13
0.2%
93.6
12
0.2%
105.3
11
0.2%
526.5
10
0.2%
SMALLEST VALUES
0.0
4,610
83.5%
11.7
40
0.7%
23.4
46
0.8%
35.1
34
0.6%
46.8
22
0.4%
58.5
20
0.4%
70.2
17
0.3%
81.9
24
0.4%
93.6
12
0.2%
105.3
11
0.2%
117.0
10
0.2%
128.7
7
0.1%
140.4
13
0.2%
152.1
13
0.2%
163.8
13
0.2%
LARGEST VALUES
1304269.2
1
<0.1%
521913.6
1
<0.1%
475815.6
1
<0.1%
467941.5
1
<0.1%
440926.2
1
<0.1%
401824.8
1
<0.1%
309125.7
1
<0.1%
305533.8
1
<0.1%
291388.5
1
<0.1%
278869.5
1
<0.1%
277383.6
1
<0.1%
260395.2
1
<0.1%
259962.3
1
<0.1%
252146.7
1
<0.1%
242014.5
1
<0.1%
Visa_delinquency
MISSING:
1,678
(21%)
TOP CATEGORIES
0.0
5,867
94%
1.0
385
6%
ALL
6,252
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_delinquency
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
Master_delinquency
0.30
Master_madelantopesos
0.10
Master_cadelantosefectivo
0.10
Visa_status
0.08
Master_status
0.06
Visa_cadelantosefectivo
0.04
cliente_vip
0.02
ccheques_depositados_rechazados
0.01
cplazo_fijo
0.01
cseguro_vida
0.01
ccajas_depositos
0.01

THESE FEATURES
GIVE INFORMATION
ON Visa_delinquency:
Master_delinquency
0.16
Visa_status
0.13
Master_status
0.08
active_quarter
0.02
internet
0.01
cseguro_vida
0.01
cseguro_accidentes_personales
0.01
ccomisiones_mantenimiento
0.01
mdescubierto_preacordado
0.01
cplazo_fijo
0.01
cforex
0.01
cforex_sell
0.01
Master_madelantopesos
0.00
Master_cadelantosefectivo
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_delinquency
CORRELATION RATIO WITH...
Visa_Finiciomora
0.84
Master_Finiciomora
0.40
Visa_msaldopesos
0.34
Visa_msaldototal
0.33
Visa_mpagominimo
0.28
Master_msaldopesos
0.23
Master_msaldototal
0.23
Master_mpagominimo
0.19
foto_mes
0.16
cprestamos_personales
0.13
mprestamos_personales
0.13
ctarjeta_visa_debitos_automaticos
0.12
mactivos_margen
0.11
mrentabilidad
0.11
Visa_status
MISSING:
1,678
(21%)
TOP CATEGORIES
0.0
5,717
91%
9.0
262
4%
7.0
187
3%
6.0
86
1%
ALL
6,252
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_status
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
Master_status
0.65
ctarjeta_visa
0.14
cpayroll2_trx
0.14
Visa_delinquency
0.13
mpayroll2
0.13
Visa_madelantodolares
0.12
cprestamos_hipotecarios
0.10
Master_delinquency
0.09
mdescubierto_preacordado
0.08
ctarjeta_master
0.08
ccheques_depositados_rechazados
0.05

THESE FEATURES
GIVE INFORMATION
ON Visa_status:
Master_status
0.55
ctarjeta_visa
0.27
ctarjeta_master
0.16
mdescubierto_preacordado
0.13
Visa_delinquency
0.08
Master_delinquency
0.03
tcallcenter
0.02
ccomisiones_mantenimiento
0.01
thomebanking
0.01
cprestamos_hipotecarios
0.01
ccajas_transacciones
0.01
cseguro_vida
0.01
cprestamos_prendarios
0.01
cforex
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_status
CORRELATION RATIO WITH...
Visa_Finiciomora
0.47
Visa_mpagominimo
0.31
Master_Finiciomora
0.28
Visa_msaldopesos
0.26
mactivos_margen
0.25
Visa_msaldototal
0.25
mcuenta_corriente
0.22
Master_mpagominimo
0.20
Master_msaldopesos
0.19
Master_msaldototal
0.19
cproductos
0.19
foto_mes
0.19
mrentabilidad
0.17
mcuentas_saldo
0.15
Visa_mfinanciacion_limite
MISSING:
1,678
(21%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mlimitecompra
0.98
Master_mfinanciacion_limite
0.88
Master_mlimitecompra
0.87
cproductos
0.26
Visa_mconsumospesos
0.24
Visa_mconsumototal
0.24
mtarjeta_visa_consumo
0.23
Visa_mpagospesos
-0.23
mttarjeta_visa_debitos_automaticos
0.22
Master_fechaalta
0.21
Visa_cconsumos
0.21
Visa_fechaalta
0.20
numero_de_cliente
-0.19
mrentabilidad_annual
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
0.32
ctarjeta_master
0.27
mdescubierto_preacordado
0.21
thomebanking
0.17
ccaja_seguridad
0.16
ctarjeta_debito
0.12
cinversion2
0.11
cliente_vip
0.09
ccuenta_corriente
0.09
cpagodeservicios
0.08
Visa_madelantodolares
0.08
internet
0.08
active_quarter
0.07
cinversion1
0.07
MOST FREQUENT VALUES
63180.0
749
12.0%
252720.0
738
11.8%
126360.0
628
10.0%
176904.0
625
10.0%
88452.0
508
8.1%
101088.0
429
6.9%
202176.0
285
4.6%
75816.0
204
3.3%
50544.0
192
3.1%
353808.0
182
2.9%
0.0
160
2.6%
505440.0
151
2.4%
151632.0
146
2.3%
303264.0
142
2.3%
1396362.24
83
1.3%
SMALLEST VALUES
0.0
160
2.6%
504.27
1
<0.1%
588.51
3
<0.1%
1579.5
1
<0.1%
2106.0
1
<0.1%
3685.5
1
<0.1%
4738.5
1
<0.1%
5528.25
9
0.1%
6142.5
3
<0.1%
6318.0
5
<0.1%
7897.5
5
<0.1%
9477.0
3
<0.1%
12285.0
1
<0.1%
12636.0
4
<0.1%
18954.0
12
0.2%
LARGEST VALUES
3670669.54
1
<0.1%
3574566.45
1
<0.1%
3250360.8
1
<0.1%
3063914.1
3
<0.1%
3045028.33
1
<0.1%
2971092.57
1
<0.1%
2896641.13
1
<0.1%
2816523.96
1
<0.1%
2750490.75
1
<0.1%
2708634.0
2
<0.1%
2621906.82
1
<0.1%
2553556.41
1
<0.1%
2553261.75
1
<0.1%
2537523.61
4
<0.1%
2508150.21
1
<0.1%
Visa_Fvencimiento
MISSING:
1,678
(21%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mpagodeservicios
-0.16
mcuenta_corriente
-0.13
mcheques_emitidos
-0.12
mpasivos_margen
-0.10
cproductos
-0.09
ctrx_quarter
-0.06
catm_trx
-0.06
Visa_Finiciomora
-0.06
mrentabilidad_annual
-0.06
mcheques_depositados
-0.06
mcomisiones_mantenimiento
-0.06
cliente_antiguedad
-0.05
cextraccion_autoservicio
-0.05
Visa_fultimo_cierre
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
0.51
cpagodeservicios
0.17
ccomisiones_mantenimiento
0.17
ccajas_extracciones
0.12
ccheques_depositados
0.11
ctarjeta_debito
0.08
ccaja_seguridad
0.06
ccheques_depositados_rechazados
0.05
cseguro_vivienda
0.04
cseguro_vida
0.04
cseguro_accidentes_personales
0.03
internet
0.03
thomebanking
0.03
ccaja_ahorro
0.03
MOST FREQUENT VALUES
-1825.0
124
2.0%
-1886.0
119
1.9%
-1764.0
114
1.8%
-1460.0
105
1.7%
-1917.0
93
1.5%
-2190.0
92
1.5%
-1856.0
89
1.4%
-1978.0
88
1.4%
-2129.0
85
1.4%
-1094.0
83
1.3%
-2037.0
73
1.2%
-1733.0
67
1.1%
-2068.0
67
1.1%
-1155.0
64
1.0%
-1247.0
64
1.0%
SMALLEST VALUES
-2914603.0
2
<0.1%
-2914543.0
3
<0.1%
-2914513.0
3
<0.1%
-2914482.0
4
<0.1%
-2914452.0
3
<0.1%
-2914421.0
5
<0.1%
-2914390.0
4
<0.1%
-2914360.0
5
<0.1%
-2914329.0
1
<0.1%
-2914299.0
3
<0.1%
-2221.0
32
0.5%
-2220.0
27
0.4%
-2219.0
6
<0.1%
-2191.0
20
0.3%
-2190.0
92
1.5%
LARGEST VALUES
4781.0
1
<0.1%
4658.0
1
<0.1%
4567.0
1
<0.1%
4566.0
1
<0.1%
2193.0
1
<0.1%
1400.0
1
<0.1%
1035.0
1
<0.1%
1007.0
1
<0.1%
1005.0
1
<0.1%
975.0
1
<0.1%
946.0
1
<0.1%
944.0
2
<0.1%
884.0
1
<0.1%
883.0
1
<0.1%
854.0
1
<0.1%
Visa_Finiciomora
MISSING:
7,545
(95%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_Finiciomora
0.56
foto_mes
-0.51
Visa_mpagominimo
0.31
Master_mpagominimo
0.30
Master_mpagospesos
0.30
Visa_mpagospesos
0.29
Visa_fultimo_cierre
-0.29
ctarjeta_visa_transacciones
-0.28
Visa_cconsumos
-0.28
Visa_msaldopesos
0.27
Visa_msaldototal
0.27
mtarjeta_visa_consumo
-0.26
Master_msaldototal
0.25
Master_msaldopesos
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_delinquency
0.84
Visa_status
0.47
Master_delinquency
0.45
Master_status
0.35
ccomisiones_mantenimiento
0.14
mdescubierto_preacordado
0.10
cseguro_accidentes_personales
0.08
cseguro_vida
0.07
ctarjeta_master
0.07
ctarjeta_visa
0.07
ccajas_depositos
0.07
thomebanking
0.06
internet
0.05
active_quarter
0.05
MOST FREQUENT VALUES
0.0
49
12.7%
54.0
49
12.7%
55.0
37
9.6%
26.0
32
8.3%
82.0
24
6.2%
51.0
24
6.2%
20.0
21
5.5%
21.0
18
4.7%
61.0
14
3.6%
19.0
11
2.9%
59.0
11
2.9%
22.0
10
2.6%
23.0
9
2.3%
30.0
9
2.3%
27.0
7
1.8%
SMALLEST VALUES
0.0
49
12.7%
9.0
1
0.3%
11.0
4
1.0%
12.0
6
1.6%
13.0
4
1.0%
15.0
1
0.3%
16.0
2
0.5%
19.0
11
2.9%
20.0
21
5.5%
21.0
18
4.7%
22.0
10
2.6%
23.0
9
2.3%
24.0
2
0.5%
26.0
32
8.3%
27.0
7
1.8%
LARGEST VALUES
118.0
2
0.5%
87.0
2
0.5%
83.0
2
0.5%
82.0
24
6.2%
76.0
1
0.3%
74.0
3
0.8%
72.0
4
1.0%
61.0
14
3.6%
59.0
11
2.9%
58.0
1
0.3%
57.0
1
0.3%
56.0
7
1.8%
55.0
37
9.6%
54.0
49
12.7%
53.0
2
0.5%
Visa_msaldototal
MISSING:
1,678
(21%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_msaldopesos
0.99
Visa_mpagominimo
0.86
Master_msaldototal
0.69
Master_msaldopesos
0.67
Master_mpagominimo
0.55
Visa_mconsumospesos
0.36
Visa_mconsumototal
0.36
mttarjeta_visa_debitos_automaticos
0.32
Master_mpagospesos
-0.32
mtarjeta_visa_consumo
0.32
Master_mconsumosdolares
0.28
mactivos_margen
0.28
mprestamos_personales
0.28
Visa_mpagospesos
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_delinquency
0.33
Visa_status
0.25
Master_delinquency
0.23
Master_status
0.19
ccajas_depositos
0.13
ccomisiones_mantenimiento
0.11
tmobile_app
0.10
cseguro_vida
0.09
ccajas_transacciones
0.09
ccheques_depositados
0.09
internet
0.08
active_quarter
0.08
cpayroll_trx
0.08
ccheques_depositados_rechazados
0.08
MOST FREQUENT VALUES
0.0
2,662
42.6%
387.0
5
<0.1%
179.31
5
<0.1%
481.72
4
<0.1%
675.0
3
<0.1%
0.01
3
<0.1%
312.93
3
<0.1%
391.64
3
<0.1%
26.83
3
<0.1%
181.46
3
<0.1%
-32.85
2
<0.1%
-10.0
2
<0.1%
320.0
2
<0.1%
69.44
2
<0.1%
860.0
2
<0.1%
SMALLEST VALUES
-167025.33
1
<0.1%
-103513.22
1
<0.1%
-103325.36
1
<0.1%
-100690.45
1
<0.1%
-69330.41
1
<0.1%
-57775.75
1
<0.1%
-44351.65
1
<0.1%
-35800.32
1
<0.1%
-35267.69
1
<0.1%
-31709.45
1
<0.1%
-26022.94
1
<0.1%
-25989.53
1
<0.1%
-25359.47
1
<0.1%
-22338.75
1
<0.1%
-21493.8
1
<0.1%
LARGEST VALUES
2094975.11
1
<0.1%
1495430.5
1
<0.1%
1396895.34
1
<0.1%
1204463.27
1
<0.1%
1073184.73
1
<0.1%
972059.68
1
<0.1%
930829.28
1
<0.1%
764354.57
1
<0.1%
639977.94
1
<0.1%
617909.57
1
<0.1%
586606.94
1
<0.1%
574601.68
1
<0.1%
549061.55
1
<0.1%
545728.75
1
<0.1%
545651.78
1
<0.1%
Visa_msaldopesos
MISSING:
1,678
(21%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_msaldototal
0.99
Visa_mpagominimo
0.87
Master_msaldototal
0.70
Master_msaldopesos
0.69
Master_mpagominimo
0.56
mttarjeta_visa_debitos_automaticos
0.33
mactivos_margen
0.29
Visa_mconsumospesos
0.28
Visa_mconsumototal
0.28
mprestamos_personales
0.28
mtarjeta_visa_consumo
0.28
Visa_Finiciomora
0.27
ctarjeta_visa_debitos_automaticos
0.26
Master_mpagospesos
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_delinquency
0.34
Visa_status
0.26
Master_delinquency
0.24
Master_status
0.19
ccajas_depositos
0.13
ccomisiones_mantenimiento
0.11
tmobile_app
0.10
cseguro_vida
0.09
ccajas_transacciones
0.09
ccheques_depositados
0.09
active_quarter
0.09
internet
0.09
ccheques_depositados_rechazados
0.08
cpayroll_trx
0.08
MOST FREQUENT VALUES
0.0
2,683
42.9%
209.79
5
<0.1%
452.79
5
<0.1%
563.61
4
<0.1%
366.12
4
<0.1%
789.75
3
<0.1%
31.39
3
<0.1%
212.3
3
<0.1%
458.21
3
<0.1%
0.01
3
<0.1%
-0.01
2
<0.1%
760.5
2
<0.1%
177.6
2
<0.1%
1006.2
2
<0.1%
-38.43
2
<0.1%
SMALLEST VALUES
-195419.63
1
<0.1%
-120890.67
1
<0.1%
-81116.57
1
<0.1%
-67597.62
1
<0.1%
-41886.37
1
<0.1%
-41263.19
1
<0.1%
-37100.05
1
<0.1%
-30446.83
1
<0.1%
-30407.75
1
<0.1%
-29670.57
1
<0.1%
-26136.33
1
<0.1%
-25147.74
1
<0.1%
-23400.0
1
<0.1%
-22628.23
1
<0.1%
-22606.36
1
<0.1%
LARGEST VALUES
2451120.87
1
<0.1%
1749653.68
1
<0.1%
1633927.69
1
<0.1%
1409222.02
1
<0.1%
1137309.82
1
<0.1%
1089070.25
1
<0.1%
894294.84
1
<0.1%
748774.18
1
<0.1%
722954.19
1
<0.1%
686741.33
1
<0.1%
686330.11
1
<0.1%
661622.67
1
<0.1%
642402.01
1
<0.1%
638502.63
1
<0.1%
638412.58
1
<0.1%
Visa_msaldodolares
MISSING:
1,678
(21%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumosdolares
0.95
Master_mconsumosdolares
0.77
Master_mpagosdolares
0.73
Master_msaldodolares
0.70
Visa_mconsumospesos
0.61
Visa_mconsumototal
0.61
Master_mpagospesos
-0.44
mtarjeta_visa_consumo
0.33
Visa_mpagosdolares
0.32
Visa_msaldototal
0.26
Master_mconsumospesos
0.25
Master_mconsumototal
0.25
Visa_cconsumos
0.19
Visa_mpagospesos
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_madelantodolares
0.13
Visa_cadelantosefectivo
0.07
cpayroll_trx
0.05
cplazo_fijo
0.03
ccheques_depositados
0.03
tcallcenter
0.02
ctarjeta_master
0.02
ctarjeta_visa
0.02
ccajas_extracciones
0.02
ccomisiones_mantenimiento
0.02
tmobile_app
0.02
mdescubierto_preacordado
0.02
ctarjeta_debito
0.01
cseguro_accidentes_personales
0.01
MOST FREQUENT VALUES
0.0
5,885
94.1%
89.21
7
0.1%
86.5
6
<0.1%
93.69
4
<0.1%
91.61
4
<0.1%
94.64
3
<0.1%
90.68
3
<0.1%
286.75
2
<0.1%
83.69
2
<0.1%
90.42
2
<0.1%
172.15
2
<0.1%
246.9
2
<0.1%
70.49
2
<0.1%
242.65
2
<0.1%
956.81
2
<0.1%
SMALLEST VALUES
-105226.86
1
<0.1%
-95201.46
1
<0.1%
-57473.75
1
<0.1%
-26434.79
1
<0.1%
-16323.2
1
<0.1%
-11380.48
1
<0.1%
-10967.91
1
<0.1%
-10694.79
1
<0.1%
-10617.79
1
<0.1%
-9493.46
1
<0.1%
-9071.31
1
<0.1%
-6140.46
1
<0.1%
-4780.46
1
<0.1%
-4531.41
1
<0.1%
-4433.13
1
<0.1%
LARGEST VALUES
568884.79
1
<0.1%
259751.13
1
<0.1%
253307.09
1
<0.1%
242905.11
1
<0.1%
240408.05
1
<0.1%
163734.99
1
<0.1%
117399.09
1
<0.1%
110635.23
1
<0.1%
105186.05
1
<0.1%
50522.02
1
<0.1%
48925.6
1
<0.1%
48546.11
1
<0.1%
45805.5
1
<0.1%
40346.52
1
<0.1%
40275.86
1
<0.1%
Visa_mconsumospesos
MISSING:
4,291
(54%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumototal
1.00
mtarjeta_visa_consumo
0.84
Visa_mconsumosdolares
0.64
Visa_msaldodolares
0.61
Visa_cconsumos
0.57
Master_mconsumosdolares
0.54
Visa_mpagospesos
-0.51
Master_mpagosdolares
0.48
ctarjeta_visa_transacciones
0.44
Master_mpagospesos
-0.42
Master_msaldodolares
0.41
mttarjeta_visa_debitos_automaticos
0.41
Visa_msaldototal
0.36
Master_mconsumospesos
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa_descuentos
0.18
ccajas_depositos
0.17
ccaja_seguridad
0.15
cseguro_auto
0.13
ctarjeta_visa
0.12
thomebanking
0.12
ctarjeta_master
0.11
cpayroll_trx
0.10
ccheques_depositados
0.10
tmobile_app
0.09
mdescubierto_preacordado
0.08
ccajas_transacciones
0.08
ccajas_extracciones
0.08
Visa_madelantodolares
0.08
MOST FREQUENT VALUES
0.0
914
25.1%
452.79
22
0.6%
520.65
10
0.3%
31.69
8
0.2%
31.39
7
0.2%
348.66
7
0.2%
702.0
6
0.2%
1170.0
6
0.2%
351.0
5
0.1%
526.5
5
0.1%
2340.0
4
0.1%
655.2
4
0.1%
-4.59
3
<0.1%
1638.0
3
<0.1%
708.03
3
<0.1%
SMALLEST VALUES
-2204.1
1
<0.1%
-1746.22
1
<0.1%
-888.61
1
<0.1%
-566.75
1
<0.1%
-499.98
1
<0.1%
-306.94
1
<0.1%
-280.95
1
<0.1%
-220.33
1
<0.1%
-64.94
1
<0.1%
-39.4
1
<0.1%
-29.65
1
<0.1%
-27.08
1
<0.1%
-24.59
1
<0.1%
-22.34
1
<0.1%
-20.82
1
<0.1%
LARGEST VALUES
595569.63
1
<0.1%
550411.91
1
<0.1%
381498.79
1
<0.1%
348155.91
1
<0.1%
341321.29
1
<0.1%
339246.77
1
<0.1%
296433.97
1
<0.1%
284556.68
1
<0.1%
250303.23
1
<0.1%
240408.04
1
<0.1%
209276.0
1
<0.1%
180844.84
1
<0.1%
162754.74
1
<0.1%
161322.26
1
<0.1%
154913.12
1
<0.1%
Visa_mconsumosdolares
MISSING:
4,291
(54%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_msaldodolares
0.95
Master_mconsumosdolares
0.80
Master_mpagosdolares
0.75
Master_msaldodolares
0.67
Visa_mconsumospesos
0.64
Visa_mconsumototal
0.64
Master_mpagospesos
-0.46
mtarjeta_visa_consumo
0.39
Visa_mpagosdolares
0.29
Master_mconsumospesos
0.27
Master_mconsumototal
0.27
Visa_msaldototal
0.25
Visa_cconsumos
0.21
mpayroll
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_madelantodolares
0.12
cpayroll_trx
0.05
Visa_cadelantosefectivo
0.05
cplazo_fijo
0.04
ctarjeta_master
0.03
ccheques_depositados
0.03
ctarjeta_visa
0.03
tcallcenter
0.03
tmobile_app
0.02
mdescubierto_preacordado
0.02
thomebanking
0.02
ccomisiones_mantenimiento
0.02
ccajas_depositos
0.02
cinversion1
0.02
MOST FREQUENT VALUES
0.0
2,757
75.8%
1.15
33
0.9%
3.49
13
0.4%
2.32
11
0.3%
7.3
9
0.2%
2.08
7
0.2%
1.95
7
0.2%
5.83
7
0.2%
3.61
6
0.2%
1.82
6
0.2%
1.88
5
0.1%
2.86
5
0.1%
4.66
5
0.1%
2.36
5
0.1%
2.31
5
0.1%
SMALLEST VALUES
0.0
2,757
75.8%
0.01
1
<0.1%
0.04
1
<0.1%
0.07
1
<0.1%
0.09
1
<0.1%
0.19
1
<0.1%
0.54
1
<0.1%
0.6
1
<0.1%
0.63
1
<0.1%
0.72
2
<0.1%
0.73
2
<0.1%
0.8
1
<0.1%
0.87
1
<0.1%
0.9
2
<0.1%
0.95
2
<0.1%
LARGEST VALUES
8426.5
1
<0.1%
6381.61
1
<0.1%
3463.92
1
<0.1%
3182.45
1
<0.1%
3152.89
1
<0.1%
2150.99
1
<0.1%
1956.83
1
<0.1%
1799.17
1
<0.1%
1564.5
1
<0.1%
1244.72
1
<0.1%
687.09
1
<0.1%
653.84
1
<0.1%
625.02
1
<0.1%
585.0
1
<0.1%
528.2
1
<0.1%
Visa_mlimitecompra
MISSING:
1,678
(21%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mfinanciacion_limite
0.98
Master_mlimitecompra
0.88
Master_mfinanciacion_limite
0.87
cproductos
0.24
Visa_mconsumospesos
0.24
Visa_mconsumototal
0.24
Visa_mpagospesos
-0.23
mtarjeta_visa_consumo
0.23
mttarjeta_visa_debitos_automaticos
0.22
Master_fechaalta
0.22
mrentabilidad_annual
0.20
Visa_fechaalta
0.20
Visa_cconsumos
0.20
numero_de_cliente
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
0.30
ctarjeta_master
0.25
mdescubierto_preacordado
0.19
ccaja_seguridad
0.16
thomebanking
0.16
ctarjeta_debito
0.12
cinversion2
0.11
cliente_vip
0.09
ccuenta_corriente
0.09
Visa_madelantodolares
0.08
cpagodeservicios
0.07
internet
0.07
cinversion1
0.07
Master_status
0.07
MOST FREQUENT VALUES
70200.0
782
12.5%
280800.0
756
12.1%
140400.0
638
10.2%
196560.0
637
10.2%
98280.0
518
8.3%
112320.0
433
6.9%
224640.0
288
4.6%
84240.0
212
3.4%
56160.0
200
3.2%
393120.0
187
3.0%
561600.0
154
2.5%
168480.0
148
2.4%
336960.0
143
2.3%
1551513.6
86
1.4%
786240.0
76
1.2%
SMALLEST VALUES
1009.12
1
<0.1%
1177.31
3
<0.1%
1474.2
1
<0.1%
2632.5
1
<0.1%
3510.0
1
<0.1%
6142.5
12
0.2%
7020.0
5
<0.1%
8775.0
6
<0.1%
10530.0
4
<0.1%
14040.0
4
<0.1%
17550.0
1
<0.1%
21060.0
15
0.2%
24570.0
18
0.3%
28080.0
73
1.2%
35100.0
63
1.0%
LARGEST VALUES
4078521.72
1
<0.1%
3971740.5
1
<0.1%
3611512.0
1
<0.1%
3404349.0
3
<0.1%
3383364.81
1
<0.1%
3301213.96
1
<0.1%
3218490.14
1
<0.1%
3129471.07
1
<0.1%
3056100.84
1
<0.1%
3009593.34
2
<0.1%
2913229.8
1
<0.1%
2837284.91
1
<0.1%
2836957.5
1
<0.1%
2819470.68
4
<0.1%
2786833.57
1
<0.1%
Visa_madelantopesos
MISSING:
4,291
(54%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mttarjeta_master_debitos_automaticos
0.08
Master_msaldopesos
0.06
ccallcenter_transacciones
0.06
Master_msaldototal
0.06
Visa_Finiciomora
-0.06
ctarjeta_master_transacciones
0.06
cmobile_app_trx
0.06
Master_mpagominimo
0.05
Visa_cconsumos
0.05
foto_mes
-0.05
mpayroll
0.04
mcomisiones_mantenimiento
-0.04
mprestamos_personales
0.04
ctrx_quarter
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_cadelantosefectivo
0.91
Visa_madelantodolares
0.54
Master_madelantopesos
0.47
Master_cadelantosefectivo
0.42
ctarjeta_visa_descuentos
0.12
cpayroll_trx
0.07
ccajas_depositos
0.05
tcallcenter
0.04
cseguro_auto
0.04
ccomisiones_mantenimiento
0.04
Master_delinquency
0.03
tmobile_app
0.02
cseguro_vivienda
0.02
Master_status
0.02
MOST FREQUENT VALUES
0.0
3,624
99.6%
2340.0
2
<0.1%
17550.0
2
<0.1%
9360.0
2
<0.1%
3407.96
1
<0.1%
5616.0
1
<0.1%
15464.96
1
<0.1%
3393.0
1
<0.1%
17489.32
1
<0.1%
3510.0
1
<0.1%
14040.0
1
<0.1%
1170.0
1
<0.1%
16380.0
1
<0.1%
SMALLEST VALUES
0.0
3,624
99.6%
1170.0
1
<0.1%
2340.0
2
<0.1%
3393.0
1
<0.1%
3407.96
1
<0.1%
3510.0
1
<0.1%
5616.0
1
<0.1%
9360.0
2
<0.1%
14040.0
1
<0.1%
15464.96
1
<0.1%
16380.0
1
<0.1%
17489.32
1
<0.1%
17550.0
2
<0.1%
LARGEST VALUES
17550.0
2
<0.1%
17489.32
1
<0.1%
16380.0
1
<0.1%
15464.96
1
<0.1%
14040.0
1
<0.1%
9360.0
2
<0.1%
5616.0
1
<0.1%
3510.0
1
<0.1%
3407.96
1
<0.1%
3393.0
1
<0.1%
2340.0
2
<0.1%
1170.0
1
<0.1%
0.0
3,624
99.6%
Visa_madelantodolares
MISSING:
4,291
(54%)
TOP CATEGORIES
0.0
3,636
>99%
53.05
1
<1%
250.28
1
<1%
217.85
1
<1%
ALL
3,639
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_madelantodolares
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
Visa_cadelantosefectivo
0.18
ccaja_seguridad
0.00
cplazo_fijo
0.00
cforex_sell
0.00
cforex
0.00
Master_status
0.00
Visa_status
0.00
cseguro_vida
0.00
ctarjeta_debito
0.00
tmobile_app
0.00
thomebanking
0.00

THESE FEATURES
GIVE INFORMATION
ON Visa_madelantodolares:
Visa_cadelantosefectivo
0.79
ctarjeta_debito
0.16
cplazo_fijo
0.13
ccaja_seguridad
0.13
Master_status
0.12
Visa_status
0.12
cforex_sell
0.11
cforex
0.11
cseguro_vida
0.10
thomebanking
0.07
ccomisiones_mantenimiento
0.07
internet
0.07
tmobile_app
0.07
ctarjeta_visa
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_madelantodolares
CORRELATION RATIO WITH...
Visa_madelantopesos
0.54
Visa_msaldodolares
0.13
Visa_mconsumosdolares
0.12
Visa_mfinanciacion_limite
0.08
Visa_mlimitecompra
0.08
Visa_mconsumospesos
0.08
Visa_mconsumototal
0.08
mtarjeta_visa_consumo
0.08
Master_mfinanciacion_limite
0.07
Master_mlimitecompra
0.07
Visa_cconsumos
0.07
mprestamos_personales
0.07
ctarjeta_visa_transacciones
0.06
mforex_sell
0.05
Visa_fultimo_cierre
MISSING:
1,678
(21%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_Finiciomora
-0.29
Master_fultimo_cierre
0.22
ccajas_otras
0.20
Master_Fvencimiento
0.10
Visa_fechaalta
0.07
cliente_antiguedad
0.06
mactivos_margen
-0.06
ccajas_consultas
0.05
Visa_Fvencimiento
-0.05
Master_fechaalta
0.04
numero_de_cliente
-0.04
mprestamos_personales
0.04
Master_Finiciomora
0.04
Visa_cconsumos
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_status
0.06
ccaja_ahorro
0.04
ccajas_transacciones
0.03
tcallcenter
0.03
ctarjeta_master
0.03
Master_status
0.02
mdescubierto_preacordado
0.02
ctarjeta_debito
0.02
active_quarter
0.02
ctarjeta_visa
0.01
Master_delinquency
0.01
cseguro_vivienda
0.01
ccomisiones_mantenimiento
0.01
thomebanking
0.01
MOST FREQUENT VALUES
5.0
989
15.8%
2.0
852
13.6%
3.0
585
9.4%
-1.0
505
8.1%
0.0
482
7.7%
6.0
469
7.5%
4.0
424
6.8%
1.0
405
6.5%
12.0
261
4.2%
9.0
225
3.6%
10.0
210
3.4%
7.0
129
2.1%
11.0
107
1.7%
24.0
105
1.7%
26.0
94
1.5%
SMALLEST VALUES
-1.0
505
8.1%
0.0
482
7.7%
1.0
405
6.5%
2.0
852
13.6%
3.0
585
9.4%
4.0
424
6.8%
5.0
989
15.8%
6.0
469
7.5%
7.0
129
2.1%
8.0
88
1.4%
9.0
225
3.6%
10.0
210
3.4%
11.0
107
1.7%
12.0
261
4.2%
13.0
72
1.2%
LARGEST VALUES
4657.0
1
<0.1%
4450.0
1
<0.1%
4292.0
1
<0.1%
3795.0
1
<0.1%
2986.0
1
<0.1%
2385.0
1
<0.1%
1279.0
1
<0.1%
922.0
1
<0.1%
832.0
1
<0.1%
820.0
1
<0.1%
774.0
1
<0.1%
730.0
1
<0.1%
670.0
2
<0.1%
650.0
1
<0.1%
644.0
1
<0.1%
Visa_mpagado
MISSING:
1,678
(21%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mpagado
0.64
Master_mpagospesos
-0.41
mtarjeta_visa_consumo
0.35
Visa_mconsumospesos
0.29
Visa_mconsumototal
0.29
Master_mconsumospesos
0.27
Master_mconsumototal
0.27
Visa_mpagominimo
0.25
mtarjeta_master_consumo
0.25
Visa_mpagospesos
-0.25
mtarjeta_visa_descuentos
0.25
Visa_msaldototal
0.24
Visa_msaldopesos
0.23
Master_msaldopesos
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa_descuentos
0.20
ccajas_depositos
0.08
ccajas_transacciones
0.08
ccheques_depositados
0.07
thomebanking
0.06
Master_status
0.05
cpayroll_trx
0.05
tmobile_app
0.05
cplazo_fijo
0.04
Visa_status
0.04
ccaja_seguridad
0.04
active_quarter
0.04
cseguro_accidentes_personales
0.04
tcallcenter
0.03
MOST FREQUENT VALUES
0.0
5,723
91.5%
11700.0
6
<0.1%
5850.0
5
<0.1%
585.0
5
<0.1%
702.0
3
<0.1%
23.4
2
<0.1%
2340.0
2
<0.1%
1813.5
2
<0.1%
2457.0
2
<0.1%
18720.0
2
<0.1%
9594.0
2
<0.1%
22230.0
2
<0.1%
12870.0
2
<0.1%
520.65
2
<0.1%
6394.96
1
<0.1%
SMALLEST VALUES
0.0
5,723
91.5%
2.79
1
<0.1%
4.63
1
<0.1%
11.54
1
<0.1%
11.7
1
<0.1%
16.36
1
<0.1%
23.4
2
<0.1%
31.76
1
<0.1%
34.1
1
<0.1%
46.8
1
<0.1%
58.55
1
<0.1%
59.2
1
<0.1%
80.95
1
<0.1%
81.9
1
<0.1%
127.6
1
<0.1%
LARGEST VALUES
987480.0
1
<0.1%
536120.98
1
<0.1%
509799.61
1
<0.1%
396625.43
1
<0.1%
180333.19
1
<0.1%
139603.25
1
<0.1%
136444.46
1
<0.1%
125170.57
1
<0.1%
121118.4
1
<0.1%
118501.97
1
<0.1%
111213.56
1
<0.1%
105300.0
1
<0.1%
100362.96
1
<0.1%
99450.0
1
<0.1%
96269.74
1
<0.1%
Visa_mpagospesos
MISSING:
4,291
(54%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mtarjeta_visa_consumo
-0.59
Visa_cconsumos
-0.52
ctarjeta_visa_transacciones
-0.51
Visa_mconsumospesos
-0.51
Visa_mconsumototal
-0.51
Visa_mpagosdolares
-0.47
mttarjeta_visa_debitos_automaticos
-0.42
Master_mpagospesos
0.39
ctrx_quarter
-0.35
ctarjeta_visa_debitos_automaticos
-0.33
Master_mconsumospesos
-0.31
Master_mconsumototal
-0.31
Visa_Finiciomora
0.29
Visa_msaldototal
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa_descuentos
0.20
thomebanking
0.18
ccajas_depositos
0.17
ctarjeta_visa
0.15
ccheques_depositados
0.15
ccaja_seguridad
0.15
ctarjeta_master
0.14
tmobile_app
0.14
ccajas_transacciones
0.13
cpayroll_trx
0.13
active_quarter
0.13
ccajas_extracciones
0.11
tcallcenter
0.11
internet
0.11
MOST FREQUENT VALUES
0.0
609
16.7%
-5850.0
15
0.4%
-11700.0
11
0.3%
-8190.0
9
0.2%
-23400.0
7
0.2%
-2340.0
7
0.2%
-17550.0
6
0.2%
-452.79
5
0.1%
-7020.0
5
0.1%
-3861.0
5
0.1%
-351.0
5
0.1%
-35100.0
5
0.1%
-3510.0
5
0.1%
-10530.0
5
0.1%
-585.0
5
0.1%
SMALLEST VALUES
-428652.09
1
<0.1%
-386835.15
1
<0.1%
-346769.73
1
<0.1%
-323446.95
1
<0.1%
-245571.3
1
<0.1%
-235615.1
1
<0.1%
-234491.14
1
<0.1%
-231552.89
1
<0.1%
-225555.36
1
<0.1%
-199628.19
1
<0.1%
-199613.78
1
<0.1%
-179808.03
1
<0.1%
-159489.72
1
<0.1%
-155624.01
1
<0.1%
-153798.31
1
<0.1%
LARGEST VALUES
47125.35
1
<0.1%
14519.3
1
<0.1%
5428.84
1
<0.1%
4102.92
1
<0.1%
3988.61
1
<0.1%
3518.72
1
<0.1%
2223.0
1
<0.1%
1370.91
1
<0.1%
760.81
1
<0.1%
304.2
1
<0.1%
0.24
1
<0.1%
0.0
609
16.7%
-0.01
1
<0.1%
-0.28
1
<0.1%
-1.76
1
<0.1%
Visa_mpagosdolares
MISSING:
4,291
(54%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mpagospesos
-0.47
Master_mpagosdolares
0.43
Master_mconsumosdolares
0.37
Visa_msaldodolares
0.32
Master_msaldodolares
0.31
Visa_mconsumosdolares
0.29
Master_mpagospesos
-0.24
Visa_mconsumospesos
0.18
Visa_mconsumototal
0.18
mtarjeta_visa_consumo
0.17
mpasivos_margen
0.13
Master_cconsumos
0.13
Master_mconsumospesos
0.12
Master_mconsumototal
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete1
0.07
cforex_buy
0.07
cinversion2
0.07
ctarjeta_visa_descuentos
0.06
cpayroll_trx
0.05
tmobile_app
0.04
cforex
0.04
ctarjeta_master
0.03
thomebanking
0.03
ctarjeta_visa
0.03
internet
0.03
ctarjeta_debito
0.03
active_quarter
0.03
ccajeros_propios_descuentos
0.02
MOST FREQUENT VALUES
0.0
3,403
93.5%
1.15
22
0.6%
1.17
18
0.5%
3.49
7
0.2%
2.35
6
0.2%
2.32
5
0.1%
2.31
4
0.1%
3.54
4
0.1%
11.82
2
<0.1%
7.07
2
<0.1%
0.01
2
<0.1%
47.34
2
<0.1%
8.24
2
<0.1%
5.9
2
<0.1%
4.66
2
<0.1%
SMALLEST VALUES
0.0
3,403
93.5%
0.01
2
<0.1%
0.02
2
<0.1%
0.3
1
<0.1%
0.39
1
<0.1%
0.94
1
<0.1%
1.13
1
<0.1%
1.15
22
0.6%
1.17
18
0.5%
1.27
1
<0.1%
1.33
1
<0.1%
1.66
1
<0.1%
1.84
1
<0.1%
2.31
4
0.1%
2.32
5
0.1%
LARGEST VALUES
4590.24
1
<0.1%
2396.1
1
<0.1%
2318.15
1
<0.1%
1828.4
1
<0.1%
1568.63
1
<0.1%
1550.69
1
<0.1%
1354.04
1
<0.1%
1292.27
1
<0.1%
986.8
1
<0.1%
930.11
1
<0.1%
871.63
1
<0.1%
861.2
1
<0.1%
843.33
1
<0.1%
842.89
1
<0.1%
825.04
1
<0.1%
Visa_fechaalta
MISSING:
1,678
(21%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cliente_antiguedad
0.86
Master_fechaalta
0.78
numero_de_cliente
-0.57
cliente_edad
0.33
ctarjeta_visa_debitos_automaticos
0.30
Master_Fvencimiento
0.25
mttarjeta_visa_debitos_automaticos
0.22
Visa_mlimitecompra
0.20
Visa_mfinanciacion_limite
0.20
ccomisiones_otras
0.20
cproductos
0.17
ctarjeta_visa_transacciones
0.17
ccuenta_debitos_automaticos
0.16
Master_mlimitecompra
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
0.41
ctarjeta_master
0.34
mdescubierto_preacordado
0.27
thomebanking
0.20
ctarjeta_debito
0.19
active_quarter
0.17
cseguro_vivienda
0.14
ccaja_seguridad
0.11
cinversion2
0.11
ccomisiones_mantenimiento
0.10
internet
0.10
Master_status
0.08
Visa_status
0.08
cplazo_fijo
0.07
MOST FREQUENT VALUES
260.0
8
0.1%
991.0
8
0.1%
346.0
8
0.1%
204.0
7
0.1%
914.0
7
0.1%
1127.0
7
0.1%
1096.0
7
0.1%
1142.0
7
0.1%
285.0
7
0.1%
351.0
7
0.1%
326.0
7
0.1%
656.0
7
0.1%
278.0
7
0.1%
690.0
6
<0.1%
263.0
6
<0.1%
SMALLEST VALUES
1.0
1
<0.1%
4.0
3
<0.1%
5.0
1
<0.1%
9.0
3
<0.1%
10.0
1
<0.1%
11.0
1
<0.1%
12.0
3
<0.1%
14.0
1
<0.1%
15.0
1
<0.1%
16.0
2
<0.1%
19.0
2
<0.1%
20.0
2
<0.1%
21.0
2
<0.1%
22.0
1
<0.1%
23.0
2
<0.1%
LARGEST VALUES
11543.0
1
<0.1%
11134.0
1
<0.1%
11109.0
1
<0.1%
10694.0
1
<0.1%
10583.0
1
<0.1%
10359.0
1
<0.1%
10253.0
1
<0.1%
10207.0
1
<0.1%
10107.0
1
<0.1%
9937.0
1
<0.1%
9739.0
1
<0.1%
9683.0
1
<0.1%
9644.0
1
<0.1%
9567.0
1
<0.1%
9471.0
1
<0.1%
Visa_mconsumototal
MISSING:
4,291
(54%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumospesos
1.00
mtarjeta_visa_consumo
0.84
Visa_mconsumosdolares
0.64
Visa_msaldodolares
0.61
Visa_cconsumos
0.57
Master_mconsumosdolares
0.54
Visa_mpagospesos
-0.51
Master_mpagosdolares
0.48
ctarjeta_visa_transacciones
0.44
Master_mpagospesos
-0.42
Master_msaldodolares
0.41
mttarjeta_visa_debitos_automaticos
0.41
Visa_msaldototal
0.36
Master_mconsumospesos
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa_descuentos
0.18
ccajas_depositos
0.17
ccaja_seguridad
0.15
cseguro_auto
0.13
ctarjeta_visa
0.12
thomebanking
0.12
ctarjeta_master
0.11
cpayroll_trx
0.10
ccheques_depositados
0.10
tmobile_app
0.09
mdescubierto_preacordado
0.08
ccajas_transacciones
0.08
ccajas_extracciones
0.08
Visa_madelantodolares
0.08
MOST FREQUENT VALUES
0.0
914
25.1%
452.79
22
0.6%
520.65
10
0.3%
31.69
8
0.2%
31.39
7
0.2%
348.66
7
0.2%
702.0
6
0.2%
1170.0
6
0.2%
351.0
5
0.1%
526.5
5
0.1%
2340.0
4
0.1%
655.2
4
0.1%
-4.59
3
<0.1%
1638.0
3
<0.1%
708.03
3
<0.1%
SMALLEST VALUES
-2204.1
1
<0.1%
-1746.22
1
<0.1%
-888.61
1
<0.1%
-566.75
1
<0.1%
-499.98
1
<0.1%
-306.94
1
<0.1%
-280.95
1
<0.1%
-220.33
1
<0.1%
-64.94
1
<0.1%
-39.4
1
<0.1%
-29.65
1
<0.1%
-27.08
1
<0.1%
-24.59
1
<0.1%
-22.34
1
<0.1%
-20.82
1
<0.1%
LARGEST VALUES
595569.63
1
<0.1%
550411.91
1
<0.1%
381498.79
1
<0.1%
348155.91
1
<0.1%
341321.29
1
<0.1%
339246.77
1
<0.1%
296433.97
1
<0.1%
284556.68
1
<0.1%
250303.23
1
<0.1%
240408.04
1
<0.1%
209276.0
1
<0.1%
180844.84
1
<0.1%
162754.74
1
<0.1%
161322.26
1
<0.1%
154913.12
1
<0.1%
Visa_cconsumos
MISSING:
4,291
(54%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_visa_transacciones
0.74
Visa_mconsumospesos
0.57
Visa_mconsumototal
0.57
ctarjeta_visa_debitos_automaticos
0.57
mtarjeta_visa_consumo
0.57
Visa_mpagospesos
-0.52
mttarjeta_visa_debitos_automaticos
0.45
ctrx_quarter
0.42
Visa_Finiciomora
-0.28
Master_cconsumos
0.27
Visa_msaldototal
0.23
Visa_msaldopesos
0.21
ctarjeta_master_transacciones
0.21
Visa_mconsumosdolares
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa_descuentos
0.23
ctarjeta_visa
0.22
thomebanking
0.19
ctarjeta_master
0.18
cpayroll_trx
0.16
mdescubierto_preacordado
0.15
tmobile_app
0.14
active_quarter
0.14
ccajas_extracciones
0.13
internet
0.12
cseguro_vivienda
0.12
cforex_sell
0.11
ccajas_transacciones
0.11
ccaja_seguridad
0.11
MOST FREQUENT VALUES
0.0
914
25.1%
1.0
735
20.2%
2.0
492
13.5%
3.0
312
8.6%
4.0
219
6.0%
5.0
188
5.2%
6.0
139
3.8%
7.0
93
2.6%
8.0
85
2.3%
9.0
67
1.8%
10.0
54
1.5%
13.0
43
1.2%
11.0
42
1.2%
14.0
34
0.9%
12.0
29
0.8%
SMALLEST VALUES
0.0
914
25.1%
1.0
735
20.2%
2.0
492
13.5%
3.0
312
8.6%
4.0
219
6.0%
5.0
188
5.2%
6.0
139
3.8%
7.0
93
2.6%
8.0
85
2.3%
9.0
67
1.8%
10.0
54
1.5%
11.0
42
1.2%
12.0
29
0.8%
13.0
43
1.2%
14.0
34
0.9%
LARGEST VALUES
55.0
2
<0.1%
52.0
2
<0.1%
48.0
1
<0.1%
47.0
1
<0.1%
46.0
2
<0.1%
45.0
1
<0.1%
42.0
4
0.1%
41.0
2
<0.1%
39.0
1
<0.1%
37.0
3
<0.1%
36.0
2
<0.1%
34.0
3
<0.1%
33.0
6
0.2%
32.0
2
<0.1%
31.0
3
<0.1%
Visa_cadelantosefectivo
MISSING:
4,291
(54%)
TOP CATEGORIES
0.0
3,624
>99%
1.0
5
<1%
3.0
3
<1%
2.0
3
<1%
4.0
2
<1%
9.0
1
<1%
6.0
1
<1%
ALL
3,639
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_cadelantosefectivo
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
clase_ternaria
1.00
Visa_madelantodolares
0.79
Master_madelantopesos
0.45
Master_cadelantosefectivo
0.43
ctarjeta_visa_descuentos
0.01
ccajas_depositos
0.01
Master_delinquency
0.01
cpayroll_trx
0.01
cseguro_auto
0.01
cprestamos_prendarios
0.01
tcallcenter
0.00
cplazo_fijo
0.00

THESE FEATURES
GIVE INFORMATION
ON Visa_cadelantosefectivo:
Master_madelantopesos
0.26
Master_cadelantosefectivo
0.24
Visa_madelantodolares
0.18
cpayroll_trx
0.12
ccomisiones_mantenimiento
0.08
tmobile_app
0.07
ccajas_depositos
0.06
tcallcenter
0.06
ctarjeta_master
0.05
ctarjeta_visa
0.05
cseguro_vivienda
0.05
Master_delinquency
0.05
thomebanking
0.04
ctarjeta_debito
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_cadelantosefectivo
CORRELATION RATIO WITH...
Visa_madelantopesos
0.91
mttarjeta_master_debitos_automaticos
0.21
ccallcenter_transacciones
0.21
ctarjeta_master_transacciones
0.13
Master_msaldopesos
0.12
Master_msaldototal
0.12
cmobile_app_trx
0.12
ctrx_quarter
0.11
ctarjeta_debito_transacciones
0.10
Master_cconsumos
0.09
Visa_cconsumos
0.09
ccuenta_debitos_automaticos
0.08
Master_mpagominimo
0.08
ctarjeta_visa_transacciones
0.08
Visa_mpagominimo
MISSING:
1,678
(21%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_msaldopesos
0.87
Visa_msaldototal
0.86
Master_mpagominimo
0.68
Master_msaldototal
0.63
Master_msaldopesos
0.63
Master_mpagado
0.41
Visa_Finiciomora
0.31
Visa_mpagado
0.25
mactivos_margen
0.24
mprestamos_personales
0.24
Master_Finiciomora
0.24
mrentabilidad_annual
0.19
mrentabilidad
0.16
Master_mpagospesos
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_status
0.31
Visa_delinquency
0.28
Master_status
0.23
Master_delinquency
0.21
ccomisiones_mantenimiento
0.16
ctarjeta_visa
0.10
mdescubierto_preacordado
0.09
ctarjeta_master
0.09
ccheques_depositados_rechazados
0.08
ccajas_depositos
0.07
cseguro_vida
0.07
tmobile_app
0.07
cseguro_accidentes_personales
0.07
ccaja_ahorro
0.06
MOST FREQUENT VALUES
0.0
3,294
52.7%
11.7
105
1.7%
23.4
88
1.4%
35.1
59
0.9%
58.5
55
0.9%
46.8
53
0.8%
81.9
53
0.8%
70.2
49
0.8%
93.6
45
0.7%
140.4
43
0.7%
117.0
37
0.6%
175.5
36
0.6%
105.3
35
0.6%
187.2
30
0.5%
163.8
30
0.5%
SMALLEST VALUES
0.0
3,294
52.7%
0.86
1
<0.1%
0.98
1
<0.1%
1.0
1
<0.1%
11.7
105
1.7%
23.4
88
1.4%
35.1
59
0.9%
46.8
53
0.8%
58.5
55
0.9%
70.2
49
0.8%
81.9
53
0.8%
93.6
45
0.7%
105.3
35
0.6%
117.0
37
0.6%
128.7
29
0.5%
LARGEST VALUES
1576071.9
1
<0.1%
1174340.7
1
<0.1%
1137298.5
1
<0.1%
1036713.6
1
<0.1%
912155.4
1
<0.1%
722943.0
1
<0.1%
686322.0
1
<0.1%
672761.7
1
<0.1%
642400.2
1
<0.1%
638410.5
1
<0.1%
575932.5
1
<0.1%
564185.7
1
<0.1%
542610.9
1
<0.1%
530559.9
1
<0.1%
527868.9
1
<0.1%
clase_ternaria
MISSING:
---
TOP CATEGORIES
BAJA+2
7,930
100%
ALL
7,930
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
clase_ternaria
PROVIDES INFORMATION ON...
tpaquete2
1.00
Master_madelantodolares
1.00
ccuenta_corriente
0.00
cprestamos_prendarios
0.00
cforex_buy
0.00
ccajeros_propios_descuentos
0.00
cliente_vip
0.00
tpaquete1
0.00
Visa_cadelantosefectivo
0.00
ctarjeta_visa_descuentos
0.00
ccajas_depositos
0.00
ccheques_depositados
0.00
cinversion2
0.00
Master_status
0.00

THESE FEATURES
GIVE INFORMATION
ON clase_ternaria:
active_quarter
1.00
cliente_vip
1.00
internet
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00
ctarjeta_debito
1.00
ctarjeta_visa
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
clase_ternaria
CORRELATION RATIO WITH...
numero_de_cliente
0.00
foto_mes
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
cproductos
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00